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/srv/reproducible-results/rbuild-debian/r-b-build.TWjKzHcd/b2/lmfit-py_1.0.1-6_amd64.changes ¶

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1	·~~1956be~~6~~cf5de7738c~~82d~~1e7e8fdeb6c~~1·1516372·doc·optional·python-lmfit-doc_1.0.1-6_all.deb	1	·b8a0d0361982ccfbb58d8ba02da09ef1·1516576·doc·optional·python-lmfit-doc_1.0.1-6_all.deb
2	·ede7fa9b9581eeaa87d24e7c642c46bf·68932·python·optional·python3-lmfit_1.0.1-6_all.deb	2	·ede7fa9b9581eeaa87d24e7c642c46bf·68932·python·optional·python3-lmfit_1.0.1-6_all.deb

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python-lmfit-doc_1.0.1-6_all.deb ¶

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2	-rw-r--r--···0········0········0·····6180·2021-05-06·08:32:40.000000·control.tar.xz	2	-rw-r--r--···0········0········0·····6180·2021-05-06·08:32:40.000000·control.tar.xz
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./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_expression_model_001.png ¶

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_Model_interface.rst.txt ¶


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526	..·rst-class::·sphx-glr-timing	526	..·rst-class::·sphx-glr-timing

527	···Total·running·time·of·the·script:·(·0·minutes··1.179·seconds)	527	···Total·running·time·of·the·script:·(·0·minutes··2.122·seconds)


528	..·_sphx_glr_download_examples_example_Model_interface.py:	528	..·_sphx_glr_download_examples_example_Model_interface.py:


529	..·only·::·html	529	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_brute.rst.txt ¶

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_complex_resonator_model.rst.txt ¶


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312	····Text(0.5,·23.52222222222222,·'MHz')	312	····Text(0.5,·23.52222222222222,·'MHz')




313	..·rst-class::·sphx-glr-timing	313	..·rst-class::·sphx-glr-timing

314	···Total·running·time·of·the·script:·(·0·minutes··0.~~740~~·seconds)	314	···Total·running·time·of·the·script:·(·0·minutes··0.427·seconds)


315	..·_sphx_glr_download_examples_example_complex_resonator_model.py:	315	..·_sphx_glr_download_examples_example_complex_resonator_model.py:


316	..·only·::·html	316	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_confidence_interval.rst.txt ¶


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270	..·rst-class::·sphx-glr-timing	270	..·rst-class::·sphx-glr-timing

271	···Total·running·time·of·the·script:·(·1·minutes··20.~~651~~·seconds)	271	···Total·running·time·of·the·script:·(·4·minutes··22.000·seconds)


272	..·_sphx_glr_download_examples_example_confidence_interval.py:	272	..·_sphx_glr_download_examples_example_confidence_interval.py:


273	..·only·::·html	273	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_detect_outliers.rst.txt ¶


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192	..·rst-class::·sphx-glr-script-out	192	..·rst-class::·sphx-glr-script-out

193	·Out:	193	·Out:

194	·..·code-block::·none	194	·..·code-block::·none


195	····<matplotlib.legend.Legend·object·at·0x7fb318d0~~222~~0>	195	····<matplotlib.legend.Legend·object·at·0x7f360d01c4c0>



196	..·GENERATED·FROM·PYTHON·SOURCE·LINES·83-84	196	..·GENERATED·FROM·PYTHON·SOURCE·LINES·83-84

197	Plot·the·influence·on·the·parameter·value·and·error·of·each·point	197	Plot·the·influence·on·the·parameter·value·and·error·of·each·point

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245	····Text(0.5,·37.500000000000036,·'x')	245	····Text(0.5,·37.500000000000036,·'x')




246	..·rst-class::·sphx-glr-timing	246	..·rst-class::·sphx-glr-timing

247	···Total·running·time·of·the·script:·(·0·minutes··4.683·seconds)	247	···Total·running·time·of·the·script:·(·0·minutes··10.883·seconds)


248	..·_sphx_glr_download_examples_example_detect_outliers.py:	248	..·_sphx_glr_download_examples_example_detect_outliers.py:


249	..·only·::·html	249	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_diffev.rst.txt ¶


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135	····plt.plot(x,·yn+o2.residual,·'b--',·lw=2)	135	····plt.plot(x,·yn+o2.residual,·'b--',·lw=2)
136	····plt.legend(['data',·'leastsq',·'diffev'],·loc='upper·left')	136	····plt.legend(['data',·'leastsq',·'diffev'],·loc='upper·left')
137	····plt.show()	137	····plt.show()


138	..·rst-class::·sphx-glr-timing	138	..·rst-class::·sphx-glr-timing

139	···Total·running·time·of·the·script:·(·0·minutes··0.~~579~~·seconds)	139	···Total·running·time·of·the·script:·(·0·minutes··1.496·seconds)


140	..·_sphx_glr_download_examples_example_diffev.py:	140	..·_sphx_glr_download_examples_example_diffev.py:


141	..·only·::·html	141	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_expression_model.rst.txt ¶


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111	····[[Model]]	111	····[[Model]]
112	········Model(_eval)	112	········Model(_eval)
113	····[[Fit·Statistics]]	113	····[[Fit·Statistics]]
114	········#·fitting·method···=·leastsq	114	········#·fitting·method···=·leastsq
115	········#·function·evals···=·52	115	········#·function·evals···=·52
116	········#·data·points······=·201	116	········#·data·points······=·201
117	········#·variables········=·3	117	········#·variables········=·3
118	········chi-square·········=·0.01~~7053~~92	118	········chi-square·········=·0.01813991
119	········reduced·chi-square·=·8.6131e-05	119	········reduced·chi-square·=·9.1616e-05
120	········Akaike·info·crit···=·-1878.31070	120	········Akaike·info·crit···=·-1865.90206
121	········Bayesian·info·crit·=·-1868.~~40078~~	121	········Bayesian·info·crit·=·-1855.99214
122	····[[Variables]]	122	····[[Variables]]
123	········amp:··3.~~39303703~~·+/-·0.004~~78156~~·(0.14%)·(init·=·5)	123	········amp:··3.40096955·+/-·0.00493411·(0.15%)·(init·=·5)
124	········cen:··1.79970~~431~~·+/-·8.~~1233~~e-04·(0.05%)·(init·=·5)	124	········cen:··1.79960700·+/-·8.3719e-04·(0.05%)·(init·=·5)
125	········wid:··0.499~~21236~~·+/-·8.~~1233~~e-04·(0.16%)·(init·=·1)	125	········wid:··0.49974557·+/-·8.3719e-04·(0.17%)·(init·=·1)
126	····[[Correlations]]·(unreported·correlations·are·<·0.100)	126	····[[Correlations]]·(unreported·correlations·are·<·0.100)
127	········C(amp,·wid)·=··0.577	127	········C(amp,·wid)·=··0.577





128	..·rst-class::·sphx-glr-timing	128	..·rst-class::·sphx-glr-timing

129	···Total·running·time·of·the·script:·(·0·minutes··0.201·seconds)	129	···Total·running·time·of·the·script:·(·0·minutes··0.709·seconds)


130	..·_sphx_glr_download_examples_example_expression_model.py:	130	..·_sphx_glr_download_examples_example_expression_model.py:


131	..·only·::·html	131	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_fit_multi_datasets.rst.txt ¶


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217	..·rst-class::·sphx-glr-timing	217	..·rst-class::·sphx-glr-timing

218	···Total·running·time·of·the·script:·(·0·minutes··0.~~342~~·seconds)	218	···Total·running·time·of·the·script:·(·0·minutes··2.228·seconds)


219	..·_sphx_glr_download_examples_example_fit_multi_datasets.py:	219	..·_sphx_glr_download_examples_example_fit_multi_datasets.py:


220	..·only·::·html	220	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_fit_with_algebraic_constraint.rst.txt ¶


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138	····plt.plot(x,·fit,·'k-',·label='best·fit')	138	····plt.plot(x,·fit,·'k-',·label='best·fit')
139	····plt.legend(loc='best')	139	····plt.legend(loc='best')
140	····plt.show()	140	····plt.show()


141	..·rst-class::·sphx-glr-timing	141	..·rst-class::·sphx-glr-timing

142	···Total·running·time·of·the·script:·(·0·minutes··0.260·seconds)	142	···Total·running·time·of·the·script:·(·0·minutes··1.766·seconds)


143	..·_sphx_glr_download_examples_example_fit_with_algebraic_constraint.py:	143	..·_sphx_glr_download_examples_example_fit_with_algebraic_constraint.py:


144	..·only·::·html	144	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_fit_with_bounds.rst.txt ¶


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142	..·rst-class::·sphx-glr-timing	142	..·rst-class::·sphx-glr-timing

143	···Total·running·time·of·the·script:·(·0·minutes··0.~~221~~·seconds)	143	···Total·running·time·of·the·script:·(·0·minutes··1.336·seconds)


144	..·_sphx_glr_download_examples_example_fit_with_bounds.py:	144	..·_sphx_glr_download_examples_example_fit_with_bounds.py:


145	..·only·::·html	145	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_fit_with_derivfunc.rst.txt ¶


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157	..·rst-class::·sphx-glr-timing	157	..·rst-class::·sphx-glr-timing

158	···Total·running·time·of·the·script:·(·0·minutes··0.~~253~~·seconds)	158	···Total·running·time·of·the·script:·(·0·minutes··1.139·seconds)


159	..·_sphx_glr_download_examples_example_fit_with_derivfunc.py:	159	..·_sphx_glr_download_examples_example_fit_with_derivfunc.py:


160	..·only·::·html	160	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_fit_with_inequality.rst.txt ¶


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168	..·rst-class::·sphx-glr-timing	168	..·rst-class::·sphx-glr-timing

169	···Total·running·time·of·the·script:·(·0·minutes··0.203·seconds)	169	···Total·running·time·of·the·script:·(·0·minutes··0.173·seconds)


170	..·_sphx_glr_download_examples_example_fit_with_inequality.py:	170	..·_sphx_glr_download_examples_example_fit_with_inequality.py:


171	..·only·::·html	171	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_reduce_fcn.rst.txt ¶


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157	················'sum·of·squares·fit',	157	················'sum·of·squares·fit',
158	················'robust·fit'],·loc='upper·left')	158	················'robust·fit'],·loc='upper·left')
159	····plt.show()	159	····plt.show()


160	..·rst-class::·sphx-glr-timing	160	..·rst-class::·sphx-glr-timing

161	···Total·running·time·of·the·script:·(·0·minutes··0.336·seconds)	161	···Total·running·time·of·the·script:·(·0·minutes··1.826·seconds)


162	..·_sphx_glr_download_examples_example_reduce_fcn.py:	162	..·_sphx_glr_download_examples_example_reduce_fcn.py:


163	..·only·::·html	163	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/example_use_pandas.rst.txt ¶


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110	..·rst-class::·sphx-glr-timing	110	..·rst-class::·sphx-glr-timing

111	···Total·running·time·of·the·script:·(·0·minutes··0.263·seconds)	111	···Total·running·time·of·the·script:·(·0·minutes··1.234·seconds)


112	..·_sphx_glr_download_examples_example_use_pandas.py:	112	..·_sphx_glr_download_examples_example_use_pandas.py:


113	..·only·::·html	113	..·only·::·html

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./usr/share/doc/python3-lmfit/html/_sources/examples/sg_execution_times.rst.txt ¶

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./usr/share/doc/python3-lmfit/html/examples/example_Model_interface.html ¶

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html2text {} ¶


Offset 204, 15 lines modified		Offset 204, 15 lines modified
204	report_fit(result.params)	204	report_fit(result.params)
205	Out:	205	Out:
206	[[Variables]]	206	[[Variables]]
207	····N:····7.46253422·+/-·0.24975620·(3.35%)·(init·=·10)	207	····N:····7.46253422·+/-·0.24975620·(3.35%)·(init·=·10)
208	····tau:··2.79210670·+/-·0.12172740·(4.36%)·(init·=·1)	208	····tau:··2.79210670·+/-·0.12172740·(4.36%)·(init·=·1)
209	[[Correlations]]·(unreported·correlations·are·<·0.100)	209	[[Correlations]]·(unreported·correlations·are·<·0.100)
210	····C(N,·tau)·=·-0.932	210	····C(N,·tau)·=·-0.932
211	Total·running·time·of·the·script:·(·0·minutes·1.179·seconds)	211	Total·running·time·of·the·script:·(·0·minutes·2.122·seconds)
212	Download_Python_source_code:_example_Model_interface.py	212	Download_Python_source_code:_example_Model_interface.py
213	Download_Jupyter_notebook:_example_Model_interface.ipynb	213	Download_Jupyter_notebook:_example_Model_interface.ipynb
214	Gallery_generated_by_Sphinx-Gallery	214	Gallery_generated_by_Sphinx-Gallery
215	**·Navigation·**	215	**·Navigation·**
216	····*·index	216	····*·index
217	····*·next·\|	217	····*·next·\|
218	····*·previous·\|	218	····*·previous·\|

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./usr/share/doc/python3-lmfit/html/examples/example_brute.html ¶


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441	····with·this·fitting·method.	441	····with·this·fitting·method.
442	[[Variables]]	442	[[Variables]]
443	····amp:····5.00000000·(init·=·7)	443	····amp:····5.00000000·(init·=·7)
444	····decay:··0.02500000·(init·=·0.05)	444	····decay:··0.02500000·(init·=·0.05)
445	····shift:·-0.13089969·(init·=·0)	445	····shift:·-0.13089969·(init·=·0)
446	····omega:··2.00000000·(init·=·3)	446	····omega:··2.00000000·(init·=·3)

447	[<matplotlib.lines.Line2D·object·at·0x7f~~b31875f61~~0>]	447	[<matplotlib.lines.Line2D·object·at·0x7f360cd0a790>]
448	</pre></div>	448	</pre></div>
449	</div>	449	</div>
450	<p>We·can·see·that·this·fit·is·already·very·good,·which·is·what·we·should·expect	450	<p>We·can·see·that·this·fit·is·already·very·good,·which·is·what·we·should·expect
451	since·our·<code·class="docutils·literal·notranslate"><span·class="pre">brute</span></code>·force·grid·is·sampled·rather·finely·and·encompasses·the	451	since·our·<code·class="docutils·literal·notranslate"><span·class="pre">brute</span></code>·force·grid·is·sampled·rather·finely·and·encompasses·the
452	“correct”·values.</p>	452	“correct”·values.</p>
453	<p>In·a·more·realistic,·complicated·example·the·<code·class="docutils·literal·notranslate"><span·class="pre">brute</span></code>·method·will·be·used	453	<p>In·a·more·realistic,·complicated·example·the·<code·class="docutils·literal·notranslate"><span·class="pre">brute</span></code>·method·will·be·used
454	to·get·reasonable·values·for·the·parameters·and·perform·another·minimization	454	to·get·reasonable·values·for·the·parameters·and·perform·another·minimization
Offset 543, 15 lines modified		Offset 543, 15 lines modified
543	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span>·<span·class="o">+</span>·<span·class="n">fcn2min</span><span·class="p">(</span><span·class="n">best_result</span><span·class="o">.</span><span·class="n">params</span><span·class="p">,</span>·<span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">),</span>·<span·class="s1">'g--'</span><span·class="p">,</span>	543	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span>·<span·class="o">+</span>·<span·class="n">fcn2min</span><span·class="p">(</span><span·class="n">best_result</span><span·class="o">.</span><span·class="n">params</span><span·class="p">,</span>·<span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">),</span>·<span·class="s1">'g--'</span><span·class="p">,</span>
544	·········<span·class="n">label</span><span·class="o">=</span><span·class="s1">'brute·followed·by·leastsq'</span><span·class="p">)</span>	544	·········<span·class="n">label</span><span·class="o">=</span><span·class="s1">'brute·followed·by·leastsq'</span><span·class="p">)</span>
545	<span·class="n">plt</span><span·class="o">.</span><span·class="n">legend</span><span·class="p">()</span>	545	<span·class="n">plt</span><span·class="o">.</span><span·class="n">legend</span><span·class="p">()</span>
546	</pre></div>	546	</pre></div>
547	</div>	547	</div>
548	<img·alt="example·brute"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_brute_003.png"·/>	548	<img·alt="example·brute"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_brute_003.png"·/>
549	<p·class="sphx-glr-script-out">Out:</p>	549	<p·class="sphx-glr-script-out">Out:</p>
550	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span><matplotlib.legend.Legend·object·at·0x7f~~b318~~6~~623a~~0>	550	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span><matplotlib.legend.Legend·object·at·0x7f360c68a550>
551	</pre></div>	551	</pre></div>
552	</div>	552	</div>
553	<p>Finally,·the·results·from·the·<code·class="docutils·literal·notranslate"><span·class="pre">brute</span></code>·force·grid-search·can·be·visualized	553	<p>Finally,·the·results·from·the·<code·class="docutils·literal·notranslate"><span·class="pre">brute</span></code>·force·grid-search·can·be·visualized
554	using·the·rather·lengthy·Python·function·below·(which·might·get·incorporated	554	using·the·rather·lengthy·Python·function·below·(which·might·get·incorporated
555	in·lmfit·at·some·point).</p>	555	in·lmfit·at·some·point).</p>
556	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="k">def</span>·<span·class="nf">plot_results_brute</span><span·class="p">(</span><span·class="n">result</span><span·class="p">,</span>·<span·class="n">best_vals</span><span·class="o">=</span><span·class="kc">True</span><span·class="p">,</span>·<span·class="n">varlabels</span><span·class="o">=</span><span·class="kc">None</span><span·class="p">,</span>	556	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="k">def</span>·<span·class="nf">plot_results_brute</span><span·class="p">(</span><span·class="n">result</span><span·class="p">,</span>·<span·class="n">best_vals</span><span·class="o">=</span><span·class="kc">True</span><span·class="p">,</span>·<span·class="n">varlabels</span><span·class="o">=</span><span·class="kc">None</span><span·class="p">,</span>
557	·······················<span·class="n">output</span><span·class="o">=</span><span·class="kc">None</span><span·class="p">):</span>	557	·······················<span·class="n">output</span><span·class="o">=</span><span·class="kc">None</span><span·class="p">):</span>
Offset 657, 15 lines modified		Offset 657, 15 lines modified
657	</pre></div>	657	</pre></div>
658	</div>	658	</div>
659	<p>and·finally,·to·generated·the·figure:</p>	659	<p>and·finally,·to·generated·the·figure:</p>
660	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">plot_results_brute</span><span·class="p">(</span><span·class="n">result_brute</span><span·class="p">,</span>·<span·class="n">best_vals</span><span·class="o">=</span><span·class="kc">True</span><span·class="p">,</span>·<span·class="n">varlabels</span><span·class="o">=</span><span·class="kc">None</span><span·class="p">)</span>	660	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">plot_results_brute</span><span·class="p">(</span><span·class="n">result_brute</span><span·class="p">,</span>·<span·class="n">best_vals</span><span·class="o">=</span><span·class="kc">True</span><span·class="p">,</span>·<span·class="n">varlabels</span><span·class="o">=</span><span·class="kc">None</span><span·class="p">)</span>
661	</pre></div>	661	</pre></div>
662	</div>	662	</div>
663	<img·alt="example·brute"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_brute_004.png"·/>	663	<img·alt="example·brute"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_brute_004.png"·/>
664	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·1·minutes··19.341·seconds)</p>	664	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·2·minutes··56.961·seconds)</p>
665	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-brute-py">	665	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-brute-py">
666	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	666	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
667	<p><a·class="reference·download·internal"·download=""·href="../_downloads/c004866ac6395edd2609ff96cecdc255/example_brute.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_brute.py</span></code></a></p>	667	<p><a·class="reference·download·internal"·download=""·href="../_downloads/c004866ac6395edd2609ff96cecdc255/example_brute.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_brute.py</span></code></a></p>
668	</div>	668	</div>
669	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	669	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
670	<p><a·class="reference·download·internal"·download=""·href="../_downloads/9254f2af7eef00978dc5823dc5418985/example_brute.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_brute.ipynb</span></code></a></p>	670	<p><a·class="reference·download·internal"·download=""·href="../_downloads/9254f2af7eef00978dc5823dc5418985/example_brute.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_brute.ipynb</span></code></a></p>
671	</div>	671	</div>

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2.07 KB

html2text {} ¶


Offset 295, 15 lines modified		Offset 295, 15 lines modified
295	····with·this·fitting·method.	295	····with·this·fitting·method.
296	[[Variables]]	296	[[Variables]]
297	····amp:····5.00000000·(init·=·7)	297	····amp:····5.00000000·(init·=·7)
298	····decay:··0.02500000·(init·=·0.05)	298	····decay:··0.02500000·(init·=·0.05)
299	····shift:·-0.13089969·(init·=·0)	299	····shift:·-0.13089969·(init·=·0)
300	····omega:··2.00000000·(init·=·3)	300	····omega:··2.00000000·(init·=·3)

301	[<matplotlib.lines.Line2D·object·at·0x7f~~b31875f61~~0>]	301	[<matplotlib.lines.Line2D·object·at·0x7f360cd0a790>]
302	We·can·see·that·this·fit·is·already·very·good,·which·is·what·we·should·expect	302	We·can·see·that·this·fit·is·already·very·good,·which·is·what·we·should·expect
303	since·our·brute·force·grid·is·sampled·rather·finely·and·encompasses·the	303	since·our·brute·force·grid·is·sampled·rather·finely·and·encompasses·the
304	âcorrectâ·values.	304	âcorrectâ·values.
305	In·a·more·realistic,·complicated·example·the·brute·method·will·be·used·to·get	305	In·a·more·realistic,·complicated·example·the·brute·method·will·be·used·to·get
306	reasonable·values·for·the·parameters·and·perform·another·minimization·(e.g.,	306	reasonable·values·for·the·parameters·and·perform·another·minimization·(e.g.,
307	using·leastsq)·using·those·as·starting·values.·That·is·where·thekeep`parameter	307	using·leastsq)·using·those·as·starting·values.·That·is·where·thekeep`parameter
308	comes·into·play:·it·determines·the·ânumber·of·best·candidates·from·the·brute	308	comes·into·play:·it·determines·the·ânumber·of·best·candidates·from·the·brute
Offset 378, 15 lines modified		Offset 378, 15 lines modified
378	plt.plot(x,·data·+·fcn2min(result_brute.params,·x,·data),·'r--',	378	plt.plot(x,·data·+·fcn2min(result_brute.params,·x,·data),·'r--',
379	·········label='brute')	379	·········label='brute')
380	plt.plot(x,·data·+·fcn2min(best_result.params,·x,·data),·'g--',	380	plt.plot(x,·data·+·fcn2min(best_result.params,·x,·data),·'g--',
381	·········label='brute·followed·by·leastsq')	381	·········label='brute·followed·by·leastsq')
382	plt.legend()	382	plt.legend()
383	[example·brute]	383	[example·brute]
384	Out:	384	Out:
385	<matplotlib.legend.Legend·object·at·0x7f~~b318~~6~~623a~~0>	385	<matplotlib.legend.Legend·object·at·0x7f360c68a550>
386	Finally,·the·results·from·the·brute·force·grid-search·can·be·visualized·using	386	Finally,·the·results·from·the·brute·force·grid-search·can·be·visualized·using
387	the·rather·lengthy·Python·function·below·(which·might·get·incorporated·in·lmfit	387	the·rather·lengthy·Python·function·below·(which·might·get·incorporated·in·lmfit
388	at·some·point).	388	at·some·point).
389	def·plot_results_brute(result,·best_vals=True,·varlabels=None,	389	def·plot_results_brute(result,·best_vals=True,·varlabels=None,
390	·······················output=None):	390	·······················output=None):
391	····"""Visualize·the·result·of·the·brute·force·grid·search.	391	····"""Visualize·the·result·of·the·brute·force·grid·search.

Offset 490, 15 lines modified		Offset 490, 15 lines modified
490	····················axes[i,·j].axis('off')	490	····················axes[i,·j].axis('off')

491	····if·output·is·not·None:	491	····if·output·is·not·None:
492	········plt.savefig(output)	492	········plt.savefig(output)
493	and·finally,·to·generated·the·figure:	493	and·finally,·to·generated·the·figure:
494	plot_results_brute(result_brute,·best_vals=True,·varlabels=None)	494	plot_results_brute(result_brute,·best_vals=True,·varlabels=None)
495	[example·brute]	495	[example·brute]
496	Total·running·time·of·the·script:·(·1·minutes·19.341·seconds)	496	Total·running·time·of·the·script:·(·2·minutes·56.961·seconds)
497	Download_Python_source_code:_example_brute.py	497	Download_Python_source_code:_example_brute.py
498	Download_Jupyter_notebook:_example_brute.ipynb	498	Download_Jupyter_notebook:_example_brute.ipynb
499	Gallery_generated_by_Sphinx-Gallery	499	Gallery_generated_by_Sphinx-Gallery
500	**·Navigation·**	500	**·Navigation·**
501	····*·index	501	····*·index
502	····*·previous·\|	502	····*·previous·\|
503	····*·[intro\|	503	····*·[intro\|

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2.42 KB

./usr/share/doc/python3-lmfit/html/examples/example_complex_resonator_model.html ¶


Offset 285, 15 lines modified		Offset 285, 15 lines modified
285	<li><img·alt="example·complex·resonator·model"·class="sphx-glr-multi-img"·src="../_images/sphx_glr_example_complex_resonator_model_003.png"·/>	285	<li><img·alt="example·complex·resonator·model"·class="sphx-glr-multi-img"·src="../_images/sphx_glr_example_complex_resonator_model_003.png"·/>
286	</li>	286	</li>
287	</ul>	287	</ul>
288	<p·class="sphx-glr-script-out">Out:</p>	288	<p·class="sphx-glr-script-out">Out:</p>
289	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span>Text(0.5,·23.52222222222222,·'MHz')	289	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span>Text(0.5,·23.52222222222222,·'MHz')
290	</pre></div>	290	</pre></div>
291	</div>	291	</div>
292	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.~~740~~·seconds)</p>	292	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.427·seconds)</p>
293	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-complex-resonator-model-py">	293	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-complex-resonator-model-py">
294	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	294	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
295	<p><a·class="reference·download·internal"·download=""·href="../_downloads/3805fc8171e8a0686d5cf65be55085ee/example_complex_resonator_model.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_complex_resonator_model.py</span></code></a></p>	295	<p><a·class="reference·download·internal"·download=""·href="../_downloads/3805fc8171e8a0686d5cf65be55085ee/example_complex_resonator_model.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_complex_resonator_model.py</span></code></a></p>
296	</div>	296	</div>
297	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	297	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
298	<p><a·class="reference·download·internal"·download=""·href="../_downloads/3dcc7459227dbd4ba1982949be8491e1/example_complex_resonator_model.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_complex_resonator_model.ipynb</span></code></a></p>	298	<p><a·class="reference·download·internal"·download=""·href="../_downloads/3dcc7459227dbd4ba1982949be8491e1/example_complex_resonator_model.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_complex_resonator_model.ipynb</span></code></a></p>
299	</div>	299	</div>

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html2text {} ¶


Offset 174, 15 lines modified		Offset 174, 15 lines modified
174	plt.legend(loc='best')	174	plt.legend(loc='best')
175	plt.ylabel('\|S21\|·(dB)')	175	plt.ylabel('\|S21\|·(dB)')
176	plt.xlabel('MHz')	176	plt.xlabel('MHz')
177	····*·[example·complex·resonator·model]	177	····*·[example·complex·resonator·model]
178	····*·[example·complex·resonator·model]	178	····*·[example·complex·resonator·model]
179	Out:	179	Out:
180	Text(0.5,·23.52222222222222,·'MHz')	180	Text(0.5,·23.52222222222222,·'MHz')
181	Total·running·time·of·the·script:·(·0·minutes·0.~~740~~·seconds)	181	Total·running·time·of·the·script:·(·0·minutes·0.427·seconds)
182	Download_Python_source_code:_example_complex_resonator_model.py	182	Download_Python_source_code:_example_complex_resonator_model.py
183	Download_Jupyter_notebook:_example_complex_resonator_model.ipynb	183	Download_Jupyter_notebook:_example_complex_resonator_model.ipynb
184	Gallery_generated_by_Sphinx-Gallery	184	Gallery_generated_by_Sphinx-Gallery
185	**·Navigation·**	185	**·Navigation·**
186	····*·index	186	····*·index
187	····*·next·\|	187	····*·next·\|
188	····*·previous·\|	188	····*·previous·\|

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2.68 KB

./usr/share/doc/python3-lmfit/html/examples/example_confidence_interval.html ¶

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603 B

html2text {} ¶


Offset 176, 15 lines modified		Offset 176, 15 lines modified
176	············xn·=·linspace(x.min(),·x.max(),·50)	176	············xn·=·linspace(x.min(),·x.max(),·50)
177	············plt.plot(xn,·f(xn),·'g',·lw=1)	177	············plt.plot(xn,·f(xn),·'g',·lw=1)
178	············plt.xlabel(names[i])	178	············plt.xlabel(names[i])
179	············plt.ylabel('prob')	179	············plt.ylabel('prob')

180	plt.show()	180	plt.show()
181	[example·confidence·interval]	181	[example·confidence·interval]
182	Total·running·time·of·the·script:·(·1·minutes·20.~~651~~·seconds)	182	Total·running·time·of·the·script:·(·4·minutes·22.000·seconds)
183	Download_Python_source_code:_example_confidence_interval.py	183	Download_Python_source_code:_example_confidence_interval.py
184	Download_Jupyter_notebook:_example_confidence_interval.ipynb	184	Download_Jupyter_notebook:_example_confidence_interval.ipynb
185	Gallery_generated_by_Sphinx-Gallery	185	Gallery_generated_by_Sphinx-Gallery
186	**·Navigation·**	186	**·Navigation·**
187	····*·index	187	····*·index
188	····*·next·\|	188	····*·next·\|
189	····*·previous·\|	189	····*·previous·\|

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5.87 KB

./usr/share/doc/python3-lmfit/html/examples/example_detect_outliers.html ¶

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1.15 KB

html2text {} ¶


Offset 118, 15 lines modified		Offset 118, 15 lines modified
118	···········color='r',	118	···········color='r',
119	···········label='outlier')	119	···········label='outlier')
120	ax.set_ylabel(r'Relative·red.·$\chi^2$·change')	120	ax.set_ylabel(r'Relative·red.·$\chi^2$·change')
121	ax.set_xlabel('x')	121	ax.set_xlabel('x')
122	ax.legend()	122	ax.legend()
123	[example·detect·outliers]	123	[example·detect·outliers]
124	Out:	124	Out:
125	<matplotlib.legend.Legend·object·at·0x7fb318d0~~222~~0>	125	<matplotlib.legend.Legend·object·at·0x7f360d01c4c0>
126	Plot·the·influence·on·the·parameter·value·and·error·of·each·point	126	Plot·the·influence·on·the·parameter·value·and·error·of·each·point
127	fig,·axs·=·plt.subplots(4,·figsize=(4,·7),·sharex='col')	127	fig,·axs·=·plt.subplots(4,·figsize=(4,·7),·sharex='col')
128	axs[0].plot(x,·best_vals['a'])	128	axs[0].plot(x,·best_vals['a'])
129	axs[0].scatter(x[idx],·best_vals['a'][idx],·color='r',·label='outlier')	129	axs[0].scatter(x[idx],·best_vals['a'][idx],·color='r',·label='outlier')
130	axs[0].set_ylabel('best·a')	130	axs[0].set_ylabel('best·a')

131	axs[1].plot(x,·best_vals['b'])	131	axs[1].plot(x,·best_vals['b'])
Offset 141, 15 lines modified		Offset 141, 15 lines modified
141	axs[3].scatter(x[idx],·stderrs['b'][idx],·color='r',·label='outlier')	141	axs[3].scatter(x[idx],·stderrs['b'][idx],·color='r',·label='outlier')
142	axs[3].set_ylabel('err·b·change')	142	axs[3].set_ylabel('err·b·change')

143	axs[3].set_xlabel('x')	143	axs[3].set_xlabel('x')
144	[example·detect·outliers]	144	[example·detect·outliers]
145	Out:	145	Out:
146	Text(0.5,·37.500000000000036,·'x')	146	Text(0.5,·37.500000000000036,·'x')
147	Total·running·time·of·the·script:·(·0·minutes·4.683·seconds)	147	Total·running·time·of·the·script:·(·0·minutes·10.883·seconds)
148	Download_Python_source_code:_example_detect_outliers.py	148	Download_Python_source_code:_example_detect_outliers.py
149	Download_Jupyter_notebook:_example_detect_outliers.ipynb	149	Download_Jupyter_notebook:_example_detect_outliers.ipynb
150	Gallery_generated_by_Sphinx-Gallery	150	Gallery_generated_by_Sphinx-Gallery
151	**·Navigation·**	151	**·Navigation·**
152	····*·index	152	····*·index
153	····*·next·\|	153	····*·next·\|
154	····*·previous·\|	154	····*·previous·\|

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3.72 KB

./usr/share/doc/python3-lmfit/html/examples/example_diffev.html ¶

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580 B

html2text {} ¶


Offset 125, 15 lines modified		Offset 125, 15 lines modified
125	lmfit.report_fit(o2)	125	lmfit.report_fit(o2)

126	plt.plot(x,·yn,·'ko',·lw=2)	126	plt.plot(x,·yn,·'ko',·lw=2)
127	plt.plot(x,·yn+o1.residual,·'r-',·lw=2)	127	plt.plot(x,·yn+o1.residual,·'r-',·lw=2)
128	plt.plot(x,·yn+o2.residual,·'b--',·lw=2)	128	plt.plot(x,·yn+o2.residual,·'b--',·lw=2)
129	plt.legend(['data',·'leastsq',·'diffev'],·loc='upper·left')	129	plt.legend(['data',·'leastsq',·'diffev'],·loc='upper·left')
130	plt.show()	130	plt.show()
131	Total·running·time·of·the·script:·(·0·minutes·0.~~579~~·seconds)	131	Total·running·time·of·the·script:·(·0·minutes·1.496·seconds)
132	Download_Python_source_code:_example_diffev.py	132	Download_Python_source_code:_example_diffev.py
133	Download_Jupyter_notebook:_example_diffev.ipynb	133	Download_Jupyter_notebook:_example_diffev.ipynb
134	Gallery_generated_by_Sphinx-Gallery	134	Gallery_generated_by_Sphinx-Gallery
135	**·Navigation·**	135	**·Navigation·**
136	····*·index	136	····*·index
137	····*·next·\|	137	····*·next·\|
138	····*·previous·\|	138	····*·previous·\|

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3.69 KB

./usr/share/doc/python3-lmfit/html/examples/example_expression_model.html ¶


Offset 164, 27 lines modified		Offset 164, 27 lines modified
164	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[[Model]]	164	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[[Model]]
165	····Model(_eval)	165	····Model(_eval)
166	[[Fit·Statistics]]	166	[[Fit·Statistics]]
167	····#·fitting·method···=·leastsq	167	····#·fitting·method···=·leastsq
168	····#·function·evals···=·52	168	····#·function·evals···=·52
169	····#·data·points······=·201	169	····#·data·points······=·201
170	····#·variables········=·3	170	····#·variables········=·3
171	····chi-square·········=·0.01~~7053~~92	171	····chi-square·········=·0.01813991
172	····reduced·chi-square·=·8.6131e-05	172	····reduced·chi-square·=·9.1616e-05
173	····Akaike·info·crit···=·-1878.31070	173	····Akaike·info·crit···=·-1865.90206
174	····Bayesian·info·crit·=·-1868.~~40078~~	174	····Bayesian·info·crit·=·-1855.99214
175	[[Variables]]	175	[[Variables]]
176	····amp:··3.~~39303703~~·+/-·0.004~~78156~~·(0.14%)·(init·=·5)	176	····amp:··3.40096955·+/-·0.00493411·(0.15%)·(init·=·5)
177	····cen:··1.79970~~431~~·+/-·8.~~1233~~e-04·(0.05%)·(init·=·5)	177	····cen:··1.79960700·+/-·8.3719e-04·(0.05%)·(init·=·5)
178	····wid:··0.499~~21236~~·+/-·8.~~1233~~e-04·(0.16%)·(init·=·1)	178	····wid:··0.49974557·+/-·8.3719e-04·(0.17%)·(init·=·1)
179	[[Correlations]]·(unreported·correlations·are·<·0.100)	179	[[Correlations]]·(unreported·correlations·are·<·0.100)
180	····C(amp,·wid)·=··0.577	180	····C(amp,·wid)·=··0.577
181	</pre></div>	181	</pre></div>
182	</div>	182	</div>
183	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.201·seconds)</p>	183	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.709·seconds)</p>
184	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-expression-model-py">	184	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-expression-model-py">
185	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	185	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
186	<p><a·class="reference·download·internal"·download=""·href="../_downloads/dd61d0d99d106be1eecc4533c0a813be/example_expression_model.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_expression_model.py</span></code></a></p>	186	<p><a·class="reference·download·internal"·download=""·href="../_downloads/dd61d0d99d106be1eecc4533c0a813be/example_expression_model.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_expression_model.py</span></code></a></p>
187	</div>	187	</div>
188	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	188	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
189	<p><a·class="reference·download·internal"·download=""·href="../_downloads/18a51e50a47e90524ad3b8de0632b714/example_expression_model.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_expression_model.ipynb</span></code></a></p>	189	<p><a·class="reference·download·internal"·download=""·href="../_downloads/18a51e50a47e90524ad3b8de0632b714/example_expression_model.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_expression_model.ipynb</span></code></a></p>
190	</div>	190	</div>

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1.26 KB

html2text {} ¶


Offset 65, 25 lines modified		Offset 65, 25 lines modified
65	[[Model]]	65	[[Model]]
66	····Model(_eval)	66	····Model(_eval)
67	[[Fit·Statistics]]	67	[[Fit·Statistics]]
68	····#·fitting·method···=·leastsq	68	····#·fitting·method···=·leastsq
69	····#·function·evals···=·52	69	····#·function·evals···=·52
70	····#·data·points······=·201	70	····#·data·points······=·201
71	····#·variables········=·3	71	····#·variables········=·3
72	····chi-square·········=·0.01~~7053~~92	72	····chi-square·········=·0.01813991
73	····reduced·chi-square·=·8.6131e-05	73	····reduced·chi-square·=·9.1616e-05
74	····Akaike·info·crit···=·-1878.31070	74	····Akaike·info·crit···=·-1865.90206
75	····Bayesian·info·crit·=·-1868.~~40078~~	75	····Bayesian·info·crit·=·-1855.99214
76	[[Variables]]	76	[[Variables]]
77	····amp:··3.~~39303703~~·+/-·0.004~~78156~~·(0.14%)·(init·=·5)	77	····amp:··3.40096955·+/-·0.00493411·(0.15%)·(init·=·5)
78	····cen:··1.79970~~431~~·+/-·8.~~1233~~e-04·(0.05%)·(init·=·5)	78	····cen:··1.79960700·+/-·8.3719e-04·(0.05%)·(init·=·5)
79	····wid:··0.499~~21236~~·+/-·8.~~1233~~e-04·(0.16%)·(init·=·1)	79	····wid:··0.49974557·+/-·8.3719e-04·(0.17%)·(init·=·1)
80	[[Correlations]]·(unreported·correlations·are·<·0.100)	80	[[Correlations]]·(unreported·correlations·are·<·0.100)
81	····C(amp,·wid)·=··0.577	81	····C(amp,·wid)·=··0.577
82	Total·running·time·of·the·script:·(·0·minutes·0.201·seconds)	82	Total·running·time·of·the·script:·(·0·minutes·0.709·seconds)
83	Download_Python_source_code:_example_expression_model.py	83	Download_Python_source_code:_example_expression_model.py
84	Download_Jupyter_notebook:_example_expression_model.ipynb	84	Download_Jupyter_notebook:_example_expression_model.ipynb
85	Gallery_generated_by_Sphinx-Gallery	85	Gallery_generated_by_Sphinx-Gallery
86	**·Navigation·**	86	**·Navigation·**
87	····*·index	87	····*·index
88	····*·next·\|	88	····*·next·\|
89	····*·previous·\|	89	····*·previous·\|

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3.26 KB

./usr/share/doc/python3-lmfit/html/examples/example_fit_multi_datasets.html ¶

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594 B

html2text {} ¶


Offset 126, 15 lines modified		Offset 126, 15 lines modified
126	Plot·the·data·sets·and·fits	126	Plot·the·data·sets·and·fits
127	plt.figure()	127	plt.figure()
128	for·i·in·range(5):	128	for·i·in·range(5):
129	····y_fit·=·gauss_dataset(out.params,·i,·x)	129	····y_fit·=·gauss_dataset(out.params,·i,·x)
130	····plt.plot(x,·data[i,·:],·'o',·x,·y_fit,·'-')	130	····plt.plot(x,·data[i,·:],·'o',·x,·y_fit,·'-')
131	plt.show()	131	plt.show()
132	[example·fit·multi·datasets]	132	[example·fit·multi·datasets]
133	Total·running·time·of·the·script:·(·0·minutes·0.~~342~~·seconds)	133	Total·running·time·of·the·script:·(·0·minutes·2.228·seconds)
134	Download_Python_source_code:_example_fit_multi_datasets.py	134	Download_Python_source_code:_example_fit_multi_datasets.py
135	Download_Jupyter_notebook:_example_fit_multi_datasets.ipynb	135	Download_Jupyter_notebook:_example_fit_multi_datasets.ipynb
136	Gallery_generated_by_Sphinx-Gallery	136	Gallery_generated_by_Sphinx-Gallery
137	**·Navigation·**	137	**·Navigation·**
138	····*·index	138	····*·index
139	····*·next·\|	139	····*·next·\|
140	····*·previous·\|	140	····*·previous·\|

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3.44 KB

./usr/share/doc/python3-lmfit/html/examples/example_fit_with_algebraic_constraint.html ¶

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589 B

html2text {} ¶


Offset 128, 15 lines modified		Offset 128, 15 lines modified
128	report_fit(result)	128	report_fit(result)

129	plt.plot(x,·data,·'r+')	129	plt.plot(x,·data,·'r+')
130	plt.plot(x,·init,·'b--',·label='initial·fit')	130	plt.plot(x,·init,·'b--',·label='initial·fit')
131	plt.plot(x,·fit,·'k-',·label='best·fit')	131	plt.plot(x,·fit,·'k-',·label='best·fit')
132	plt.legend(loc='best')	132	plt.legend(loc='best')
133	plt.show()	133	plt.show()
134	Total·running·time·of·the·script:·(·0·minutes·0.260·seconds)	134	Total·running·time·of·the·script:·(·0·minutes·1.766·seconds)
135	Download_Python_source_code:_example_fit_with_algebraic_constraint.py	135	Download_Python_source_code:_example_fit_with_algebraic_constraint.py
136	Download_Jupyter_notebook:_example_fit_with_algebraic_constraint.ipynb	136	Download_Jupyter_notebook:_example_fit_with_algebraic_constraint.ipynb
137	Gallery_generated_by_Sphinx-Gallery	137	Gallery_generated_by_Sphinx-Gallery
138	**·Navigation·**	138	**·Navigation·**
139	····*·index	139	····*·index
140	····*·next·\|	140	····*·next·\|
141	····*·previous·\|	141	····*·previous·\|

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2.85 KB

./usr/share/doc/python3-lmfit/html/examples/example_fit_with_bounds.html ¶

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565 B

html2text {} ¶


Offset 103, 15 lines modified		Offset 103, 15 lines modified
103	····C(period,·shift)·=··0.800	103	····C(period,·shift)·=··0.800
104	····C(amp,·decay)····=··0.576	104	····C(amp,·decay)····=··0.576
105	and·shows·the·plot·below:	105	and·shows·the·plot·below:
106	plt.plot(x,·data,·'ro')	106	plt.plot(x,·data,·'ro')
107	plt.plot(x,·fit,·'b')	107	plt.plot(x,·fit,·'b')
108	plt.show()	108	plt.show()
109	[example·fit·with·bounds]	109	[example·fit·with·bounds]
110	Total·running·time·of·the·script:·(·0·minutes·0.~~221~~·seconds)	110	Total·running·time·of·the·script:·(·0·minutes·1.336·seconds)
111	Download_Python_source_code:_example_fit_with_bounds.py	111	Download_Python_source_code:_example_fit_with_bounds.py
112	Download_Jupyter_notebook:_example_fit_with_bounds.ipynb	112	Download_Jupyter_notebook:_example_fit_with_bounds.ipynb
113	Gallery_generated_by_Sphinx-Gallery	113	Gallery_generated_by_Sphinx-Gallery
114	**·Navigation·**	114	**·Navigation·**
115	····*·index	115	····*·index
116	····*·next·\|	116	····*·next·\|
117	····*·previous·\|	117	····*·previous·\|

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./usr/share/doc/python3-lmfit/html/examples/example_fit_with_derivfunc.html ¶

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600 B

html2text {} ¶


Offset 117, 15 lines modified		Offset 117, 15 lines modified
117	and·the·best-fit·to·the·synthetic·data·(with·added·noise)·is·the·same·for·both	117	and·the·best-fit·to·the·synthetic·data·(with·added·noise)·is·the·same·for·both
118	methods:	118	methods:
119	plt.plot(x,·data,·'ro')	119	plt.plot(x,·data,·'ro')
120	plt.plot(x,·fit1,·'b')	120	plt.plot(x,·fit1,·'b')
121	plt.plot(x,·fit2,·'k')	121	plt.plot(x,·fit2,·'k')
122	plt.show()	122	plt.show()
123	[example·fit·with·derivfunc]	123	[example·fit·with·derivfunc]
124	Total·running·time·of·the·script:·(·0·minutes·0.~~253~~·seconds)	124	Total·running·time·of·the·script:·(·0·minutes·1.139·seconds)
125	Download_Python_source_code:_example_fit_with_derivfunc.py	125	Download_Python_source_code:_example_fit_with_derivfunc.py
126	Download_Jupyter_notebook:_example_fit_with_derivfunc.ipynb	126	Download_Jupyter_notebook:_example_fit_with_derivfunc.ipynb
127	Gallery_generated_by_Sphinx-Gallery	127	Gallery_generated_by_Sphinx-Gallery
128	**·Navigation·**	128	**·Navigation·**
129	····*·index	129	····*·index
130	····*·next·\|	130	····*·next·\|
131	····*·previous·\|	131	····*·previous·\|

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3.2 KB

./usr/share/doc/python3-lmfit/html/examples/example_fit_with_inequality.html ¶

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583 B

html2text {} ¶


Offset 99, 15 lines modified		Offset 99, 15 lines modified
99	····C(cen_g,·wid_g)······=··0.155	99	····C(cen_g,·wid_g)······=··0.155
100	and·figure:	100	and·figure:
101	plt.plot(x,·data,·'bo')	101	plt.plot(x,·data,·'bo')
102	plt.plot(x,·best_fit,·'r--',·label='best·fit')	102	plt.plot(x,·best_fit,·'r--',·label='best·fit')
103	plt.legend(loc='best')	103	plt.legend(loc='best')
104	plt.show()	104	plt.show()
105	[example·fit·with·inequality]	105	[example·fit·with·inequality]
106	Total·running·time·of·the·script:·(·0·minutes·0.203·seconds)	106	Total·running·time·of·the·script:·(·0·minutes·0.173·seconds)
107	Download_Python_source_code:_example_fit_with_inequality.py	107	Download_Python_source_code:_example_fit_with_inequality.py
108	Download_Jupyter_notebook:_example_fit_with_inequality.ipynb	108	Download_Jupyter_notebook:_example_fit_with_inequality.ipynb
109	Gallery_generated_by_Sphinx-Gallery	109	Gallery_generated_by_Sphinx-Gallery
110	**·Navigation·**	110	**·Navigation·**
111	····*·index	111	····*·index
112	····*·next·\|	112	····*·next·\|
113	····*·previous·\|	113	····*·previous·\|

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./usr/share/doc/python3-lmfit/html/examples/example_reduce_fcn.html ¶

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620 B

html2text {} ¶


Offset 145, 15 lines modified		Offset 145, 15 lines modified
145	plt.plot(x,·yn+o1.residual,·'r-',·lw=2)	145	plt.plot(x,·yn+o1.residual,·'r-',·lw=2)
146	plt.plot(x,·yn+o2.residual,·'b-',·lw=2)	146	plt.plot(x,·yn+o2.residual,·'b-',·lw=2)
147	plt.legend(['True·function',	147	plt.legend(['True·function',
148	············'with·noise+outliers',	148	············'with·noise+outliers',
149	············'sum·of·squares·fit',	149	············'sum·of·squares·fit',
150	············'robust·fit'],·loc='upper·left')	150	············'robust·fit'],·loc='upper·left')
151	plt.show()	151	plt.show()
152	Total·running·time·of·the·script:·(·0·minutes·0.336·seconds)	152	Total·running·time·of·the·script:·(·0·minutes·1.826·seconds)
153	Download_Python_source_code:_example_reduce_fcn.py	153	Download_Python_source_code:_example_reduce_fcn.py
154	Download_Jupyter_notebook:_example_reduce_fcn.ipynb	154	Download_Jupyter_notebook:_example_reduce_fcn.ipynb
155	Gallery_generated_by_Sphinx-Gallery	155	Gallery_generated_by_Sphinx-Gallery
156	**·Navigation·**	156	**·Navigation·**
157	····*·index	157	····*·index
158	····*·next·\|	158	····*·next·\|
159	····*·previous·\|	159	····*·previous·\|

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2.52 KB

./usr/share/doc/python3-lmfit/html/examples/example_use_pandas.html ¶

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779 B

html2text {} ¶

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13.0 KB

./usr/share/doc/python3-lmfit/html/examples/sg_execution_times.html ¶


Offset 104, 76 lines modified		Offset 104, 76 lines modified
104	····<div·class="document">	104	····<div·class="document">
105	······<div·class="documentwrapper">	105	······<div·class="documentwrapper">
106	········<div·class="bodywrapper">	106	········<div·class="bodywrapper">
107	··········<div·class="body"·role="main">	107	··········<div·class="body"·role="main">
108	············	108	············
109	··<div·class="section"·id="computation-times">	109	··<div·class="section"·id="computation-times">
110	<span·id="sphx-glr-examples-sg-execution-times"></span><h1>Computation·times<a·class="headerlink"·href="#computation-times"·title="Permalink·to·this·headline">¶</a></h1>	110	<span·id="sphx-glr-examples-sg-execution-times"></span><h1>Computation·times<a·class="headerlink"·href="#computation-times"·title="Permalink·to·this·headline">¶</a></h1>
111	<p><strong>02:49.~~252~~</strong>·total·execution·time·for·<strong>examples</strong>·files:</p>	111	<p><strong>07:44.301</strong>·total·execution·time·for·<strong>examples</strong>·files:</p>
112	<table·class="docutils·align-default">	112	<table·class="docutils·align-default">
113	<colgroup>	113	<colgroup>
114	<col·style="width:·86%"·/>	114	<col·style="width:·86%"·/>
115	<col·style="width:·8%"·/>	115	<col·style="width:·8%"·/>
116	<col·style="width:·6%"·/>	116	<col·style="width:·6%"·/>
117	</colgroup>	117	</colgroup>
118	<tbody>	118	<tbody>
119	<tr·class="row-odd"><td><p><a·class="reference·internal"·href="example_confidence_interval.html#sphx-glr-examples-example-confidence-interval-py"><span·class="std·std-ref">Calculate·Confidence·Intervals</span></a>·(<code·class="docutils·literal·notranslate"><span·class="pre">example_confidence_interval.py</span></code>)</p></td>	119	<tr·class="row-odd"><td><p><a·class="reference·internal"·href="example_confidence_interval.html#sphx-glr-examples-example-confidence-interval-py"><span·class="std·std-ref">Calculate·Confidence·Intervals</span></a>·(<code·class="docutils·literal·notranslate"><span·class="pre">example_confidence_interval.py</span></code>)</p></td>
120	<td><p>01:20.~~651~~</p></td>	120	<td><p>04:22.000</p></td>
121	<td><p>0.0·MB</p></td>	121	<td><p>0.0·MB</p></td>
122	</tr>	122	</tr>
123	<tr·class="row-even"><td><p><a·class="reference·internal"·href="example_brute.html#sphx-glr-examples-example-brute-py"><span·class="std·std-ref">Global·minimization·using·the·brute·method·(a.k.a.·grid·search)</span></a>·(<code·class="docutils·literal·notranslate"><span·class="pre">example_brute.py</span></code>)</p></td>	123	<tr·class="row-even"><td><p><a·class="reference·internal"·href="example_brute.html#sphx-glr-examples-example-brute-py"><span·class="std·std-ref">Global·minimization·using·the·brute·method·(a.k.a.·grid·search)</span></a>·(<code·class="docutils·literal·notranslate"><span·class="pre">example_brute.py</span></code>)</p></td>
124	<td><p>01:19.341</p></td>	124	<td><p>02:56.961</p></td>
125	<td><p>0.0·MB</p></td>	125	<td><p>0.0·MB</p></td>
126	</tr>	126	</tr>
127	<tr·class="row-odd"><td><p><a·class="reference·internal"·href="example_detect_outliers.html#sphx-glr-examples-example-detect-outliers-py"><span·class="std·std-ref">Outlier·detection·via·leave-one-out</span></a>·(<code·class="docutils·literal·notranslate"><span·class="pre">example_detect_outliers.py</span></code>)</p></td>	127	<tr·class="row-odd"><td><p><a·class="reference·internal"·href="example_detect_outliers.html#sphx-glr-examples-example-detect-outliers-py"><span·class="std·std-ref">Outlier·detection·via·leave-one-out</span></a>·(<code·class="docutils·literal·notranslate"><span·class="pre">example_detect_outliers.py</span></code>)</p></td>
128	<td><p>00:04.683</p></td>	128	<td><p>00:10.883</p></td>
129	<td><p>0.0·MB</p></td>	129	<td><p>0.0·MB</p></td>
130	</tr>	130	</tr>
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144	<td><p>00:00.~~342~~</p></td>	144	<td><p>00:01.766</p></td>
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147	<tr·class="row-even"><td><p><a·class="reference·internal"·href="example_reduce_fcn.html#sphx-glr-examples-example-reduce-fcn-py"><span·class="std·std-ref">Fit·~~Speci~~fying·Different·Reduce·~~Funct~~ion</span></a>·(<code·class="docutils·literal·notranslate"><span·class="pre">example_reduce_fcn.py</span></code>)</p></td>	147	<tr·class="row-even"><td><p><a·class="reference·internal"·href="example_diffev.html#sphx-glr-examples-example-diffev-py"><span·class="std·std-ref">Fit·Using·differential_evolution·Algorithm</span></a>·(<code·class="docutils·literal·notranslate"><span·class="pre">example_diffev.py</span></code>)</p></td>
148	<td><p>00:00.336</p></td>	148	<td><p>00:01.496</p></td>
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152	<td><p>00:00.~~263~~</p></td>	152	<td><p>00:01.336</p></td>
153	<td><p>0.0·MB</p></td>	153	<td><p>0.0·MB</p></td>
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156	<td><p>00:00.260</p></td>	156	<td><p>00:01.234</p></td>
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164	<td><p>00:00.~~221~~</p></td>	164	<td><p>00:00.709</p></td>
165	<td><p>0.0·MB</p></td>	165	<td><p>0.0·MB</p></td>
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172	<td><p>00:00.~~201~~</p></td>	172	<td><p>00:00.173</p></td>
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22	····*·constraints\|	22	····*·constraints\|
23	····*·Computation·times	23	····*·Computation·times
24	**·This·Page·**	24	**·This·Page·**
25	····*·Show_Source	25	····*·Show_Source
26	**·Quick·search·**	26	**·Quick·search·**
27	[q···················]·[Go]	27	[q···················]·[Go]
28	****·Computation·timesÂ¶·****	28	****·Computation·timesÂ¶·****
29	02:49.~~252~~·total·execution·time·for·examples·files:	29	07:44.301·total·execution·time·for·examples·files:
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31	(example_confidence_interval.py)	31	(example_confidence_interval.py)
32	Global_minimization_using_the_brute_method_(a.k.a._grid········01:19.341·0.0·MB	32	Global_minimization_using_the_brute_method_(a.k.a._grid········02:56.961·0.0·MB
33	search)·(example_brute.py)	33	search)·(example_brute.py)
34	Outlier_detection_via_leave-one-out····························00:04.683·0.0·MB	34	Outlier_detection_via_leave-one-out····························00:10.883·0.0·MB
35	(example_detect_outliers.py)	35	(example_detect_outliers.py)
36	Fit_using_the_Model_interface·(example_Model_interface.py)·····00:01.179·0.0·MB
37	Complex_Resonator_Model·(example_complex_resonator_model.py)···00:00.740·0.0·MB
38	Fit_Using_differential_evolution_Algorithm·(example_diffev.py)·00:00.579·0.0·MB
39	Fit_Multiple_Data_Sets·(example_fit_multi_datasets.py)·········00:00.~~342~~·0.0·MB	36	Fit_Multiple_Data_Sets·(example_fit_multi_datasets.py)·········00:02.228·0.0·MB
		37	Fit_using_the_Model_interface·(example_Model_interface.py)·····00:02.122·0.0·MB
40	Fit_Specifying_Different_Reduce_Function·······················00:00.336·0.0·MB	38	Fit_Specifying_Different_Reduce_Function·······················00:01.826·0.0·MB
41	(example_reduce_fcn.py)	39	(example_reduce_fcn.py)
42	Fit_with_Data_in_a_pandas_DataFrame·(example_use_pandas.py)····00:00.263·0.0·MB
43	Fit_with_Algebraic_Constraint··································00:00.260·0.0·MB	40	Fit_with_Algebraic_Constraint··································00:01.766·0.0·MB
44	(example_fit_with_algebraic_constraint.py)	41	(example_fit_with_algebraic_constraint.py)
		42	Fit_Using_differential_evolution_Algorithm·(example_diffev.py)·00:01.496·0.0·MB
		43	Fit_Using_Bounds·(example_fit_with_bounds.py)··················00:01.336·0.0·MB
		44	Fit_with_Data_in_a_pandas_DataFrame·(example_use_pandas.py)····00:01.234·0.0·MB
45	Fit_Specifying_a_Function_to_Compute_the_Jacobian··············00:00.~~253~~·0.0·MB	45	Fit_Specifying_a_Function_to_Compute_the_Jacobian··············00:01.139·0.0·MB
46	(example_fit_with_derivfunc.py)	46	(example_fit_with_derivfunc.py)
47	Fit_~~Using_B~~ounds·(example_~~fit_w~~ith_bou~~nds~~.py)~~·········~~·········00:00.~~221~~·0.0·MB	47	Using_an_ExpressionModel·(example_expression_model.py)·········00:00.709·0.0·MB
		48	Complex_Resonator_Model·(example_complex_resonator_model.py)···00:00.427·0.0·MB
48	Fit_Using_Inequality_Constraint································00:00.203·0.0·MB	49	Fit_Using_Inequality_Constraint································00:00.173·0.0·MB
49	(example_fit_with_inequality.py)	50	(example_fit_with_inequality.py)
50	Using_an_ExpressionModel·(example_expression_model.py)·········00:00.201·0.0·MB
51	Model_Selection_using_lmfit_and_emcee··························00:00.000·0.0·MB	51	Model_Selection_using_lmfit_and_emcee··························00:00.000·0.0·MB
52	(lmfit_emcee_model_selection.py)	52	(lmfit_emcee_model_selection.py)
53	**·Navigation·**	53	**·Navigation·**
54	····*·index	54	····*·index
55	····*·[intro\|	55	····*·[intro\|
56	····*·parameters\|	56	····*·parameters\|
57	····*·minimize\|	57	····*·minimize\|

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349	········"123":·[7,·8],	350	········"123":·[7,·8],
350	········"1233e":·11,
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362	········"1324":·1,	362	········"1324":·1,
363	········"133":·7,	363	········"133":·7,
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Offset 377, 49 lines modified		Offset 378, 49 lines modified
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Offset 650, 15 lines modified		Offset 650, 15 lines modified
650	········with·this·fitting·method.	650	········with·this·fitting·method.
651	····[[Variables]]	651	····[[Variables]]
652	········amp:····5.00000000·(init·=·7)	652	········amp:····5.00000000·(init·=·7)
653	········decay:··0.02500000·(init·=·0.05)	653	········decay:··0.02500000·(init·=·0.05)
654	········shift:·-0.13089969·(init·=·0)	654	········shift:·-0.13089969·(init·=·0)
655	········omega:··2.00000000·(init·=·3)	655	········omega:··2.00000000·(init·=·3)

656	····[<matplotlib.lines.Line2D·object·at·0x7f~~b31875f61~~0>]	656	····[<matplotlib.lines.Line2D·object·at·0x7f360cd0a790>]



657	..·GENERATED·FROM·PYTHON·SOURCE·LINES·229-251	657	..·GENERATED·FROM·PYTHON·SOURCE·LINES·229-251

658	We·can·see·that·this·fit·is·already·very·good,·which·is·what·we·should·expect	658	We·can·see·that·this·fit·is·already·very·good,·which·is·what·we·should·expect
659	since·our·``brute``·force·grid·is·sampled·rather·finely·and·encompasses·the	659	since·our·``brute``·force·grid·is·sampled·rather·finely·and·encompasses·the
Offset 841, 15 lines modified		Offset 841, 15 lines modified
841	..·rst-class::·sphx-glr-script-out	841	..·rst-class::·sphx-glr-script-out

842	·Out:	842	·Out:

843	·..·code-block::·none	843	·..·code-block::·none


844	····<matplotlib.legend.Legend·object·at·0x7f~~b318~~6~~623a~~0>	844	····<matplotlib.legend.Legend·object·at·0x7f360c68a550>



845	..·GENERATED·FROM·PYTHON·SOURCE·LINES·290-293	845	..·GENERATED·FROM·PYTHON·SOURCE·LINES·290-293

846	Finally,·the·results·from·the·``brute``·force·grid-search·can·be·visualized	846	Finally,·the·results·from·the·``brute``·force·grid-search·can·be·visualized
847	using·the·rather·lengthy·Python·function·below·(which·might·get·incorporated	847	using·the·rather·lengthy·Python·function·below·(which·might·get·incorporated
Offset 988, 15 lines modified		Offset 988, 15 lines modified





988	..·rst-class::·sphx-glr-timing	988	..·rst-class::·sphx-glr-timing

989	···Total·running·time·of·the·script:·(·1·minutes··19.341·seconds)	989	···Total·running·time·of·the·script:·(·2·minutes··56.961·seconds)


990	..·_sphx_glr_download_examples_example_brute.py:	990	..·_sphx_glr_download_examples_example_brute.py:


991	..·only·::·html	991	..·only·::·html


Offset 1, 40 lines modified		Offset 1, 40 lines modified

1	:orphan:	1	:orphan:

2	..·_sphx_glr_examples_sg_execution_times:	2	..·_sphx_glr_examples_sg_execution_times:

3	Computation·times	3	Computation·times
4	=================	4	=================
5	02:49.~~252~~·total·execution·time·for·examples·files:	5	07:44.301·total·execution·time·for·examples·files:

6	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	6	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
7	\|·:ref:`sphx_glr_examples_example_confidence_interval.py`·(``example_confidence_interval.py``)·····················\|·01:20.~~651~~·\|·0.0·MB·\|	7	\|·:ref:`sphx_glr_examples_example_confidence_interval.py`·(``example_confidence_interval.py``)·····················\|·04:22.000·\|·0.0·MB·\|
8	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	8	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
9	\|·:ref:`sphx_glr_examples_example_brute.py`·(``example_brute.py``)·················································\|·01:19.341·\|·0.0·MB·\|	9	\|·:ref:`sphx_glr_examples_example_brute.py`·(``example_brute.py``)·················································\|·02:56.961·\|·0.0·MB·\|
10	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	10	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
11	\|·:ref:`sphx_glr_examples_example_detect_outliers.py`·(``example_detect_outliers.py``)·····························\|·00:04.683·\|·0.0·MB·\|	11	\|·:ref:`sphx_glr_examples_example_detect_outliers.py`·(``example_detect_outliers.py``)·····························\|·00:10.883·\|·0.0·MB·\|
12	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	12	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
13	\|·:ref:`sphx_glr_examples_example_~~Mode~~l_in~~terf~~ace.py`·(``example_~~Mode~~l_in~~terf~~ace.py``)~~······~~·······················\|·00:01.~~179~~·\|·0.0·MB·\|	13	\|·:ref:`sphx_glr_examples_example_fit_multi_datasets.py`·(``example_fit_multi_datasets.py``)·······················\|·00:02.228·\|·0.0·MB·\|
14	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	14	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
15	\|·:ref:`sphx_glr_examples_example_complex_~~res~~onator_~~mod~~el.py`·(``example_complex_~~res~~onator_~~mod~~el.py``)·············\|·00:00.~~740~~·\|·0.0·MB·\|	15	\|·:ref:`sphx_glr_examples_example_Model_interface.py`·(``example_Model_interface.py``)·····························\|·00:02.122·\|·0.0·MB·\|
16	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	16	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
17	\|·:ref:`sphx_glr_examples_example_diffev.py`·(``example_diffev.py``)~~········~~·······································\|·00:00.~~579~~·\|·0.0·MB·\|	17	\|·:ref:`sphx_glr_examples_example_reduce_fcn.py`·(``example_reduce_fcn.py``)·······································\|·00:01.826·\|·0.0·MB·\|
18	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	18	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
19	\|·:ref:`sphx_glr_examples_example_fit_multi_datasets.py`·(``example_fit_multi_datase~~ts.py``)······················~~·\|·00:00.~~342~~·\|·0.0·MB·\|	19	\|·:ref:`sphx_glr_examples_example_fit_with_algebraic_constraint.py`·(``example_fit_with_algebraic_constraint.py``)·\|·00:01.766·\|·0.0·MB·\|
20	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	20	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
21	\|·:ref:`sphx_glr_examples_example_reduce_fcn.py`·(``example_reduce_fcn.py``)·······································\|·00:00.336·\|·0.0·MB·\|	21	\|·:ref:`sphx_glr_examples_example_diffev.py`·(``example_diffev.py``)···············································\|·00:01.496·\|·0.0·MB·\|
22	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	22	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
23	\|·:ref:`sphx_glr_examples_example_~~use~~_pandas.py`·(``example_~~use~~_pandas.py``)~~··········~~·····························\|·00:00.~~263~~·\|·0.0·MB·\|	23	\|·:ref:`sphx_glr_examples_example_fit_with_bounds.py`·(``example_fit_with_bounds.py``)·····························\|·00:01.336·\|·0.0·MB·\|
24	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	24	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
25	\|·:ref:`sphx_glr_examples_example_~~fit~~_~~with_algebraic_constraint.~~p~~y`·(``example_fit_with_algebraic_constraint.py``)~~·\|·00:00.260·\|·0.0·MB·\|	25	\|·:ref:`sphx_glr_examples_example_use_pandas.py`·(``example_use_pandas.py``)·······································\|·00:01.234·\|·0.0·MB·\|
26	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	26	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
27	\|·:ref:`sphx_glr_examples_example_fit_with_derivfunc.py`·(``example_fit_with_derivfunc.py``)·······················\|·00:00.~~253~~·\|·0.0·MB·\|	27	\|·:ref:`sphx_glr_examples_example_fit_with_derivfunc.py`·(``example_fit_with_derivfunc.py``)·······················\|·00:01.139·\|·0.0·MB·\|
28	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	28	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
29	\|·:ref:`sphx_glr_examples_example_~~fit_w~~ith_bou~~nds~~.py`·(``example_~~fit_w~~ith_bou~~nds~~.py``)·····························\|·00:00.~~221~~·\|·0.0·MB·\|	29	\|·:ref:`sphx_glr_examples_example_expression_model.py`·(``example_expression_model.py``)···························\|·00:00.709·\|·0.0·MB·\|
30	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	30	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
31	\|·:ref:`sphx_glr_examples_example_~~fit~~_~~with_inequality~~.py`·(``example_f~~it_with~~_ineq~~uali~~ty~~.py``)········~~·············\|·00:00.~~203~~·\|·0.0·MB·\|	31	\|·:ref:`sphx_glr_examples_example_complex_resonator_model.py`·(``example_complex_resonator_model.py``)·············\|·00:00.427·\|·0.0·MB·\|
32	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	32	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
33	\|·:ref:`sphx_glr_examples_example_~~express~~i~~on_model~~.py`·(``example_~~express~~i~~on_model~~.py``)~~······~~·····················\|·00:00.~~201~~·\|·0.0·MB·\|	33	\|·:ref:`sphx_glr_examples_example_fit_with_inequality.py`·(``example_fit_with_inequality.py``)·····················\|·00:00.173·\|·0.0·MB·\|
34	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	34	+------------------------------------------------------------------------------------------------------------------+-----------+--------+
35	\|·:ref:`sphx_glr_examples_lmfit_emcee_model_selection.py`·(``lmfit_emcee_model_selection.py``)·····················\|·00:00.000·\|·0.0·MB·\|	35	\|·:ref:`sphx_glr_examples_lmfit_emcee_model_selection.py`·(``lmfit_emcee_model_selection.py``)·····················\|·00:00.000·\|·0.0·MB·\|
36	+------------------------------------------------------------------------------------------------------------------+-----------+--------+	36	+------------------------------------------------------------------------------------------------------------------+-----------+--------+


Offset 350, 15 lines modified		Offset 350, 15 lines modified
350	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[[Variables]]	350	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[[Variables]]
351	····N:····7.46253422·+/-·0.24975620·(3.35%)·(init·=·10)	351	····N:····7.46253422·+/-·0.24975620·(3.35%)·(init·=·10)
352	····tau:··2.79210670·+/-·0.12172740·(4.36%)·(init·=·1)	352	····tau:··2.79210670·+/-·0.12172740·(4.36%)·(init·=·1)
353	[[Correlations]]·(unreported·correlations·are·<·0.100)	353	[[Correlations]]·(unreported·correlations·are·<·0.100)
354	····C(N,·tau)·=·-0.932	354	····C(N,·tau)·=·-0.932
355	</pre></div>	355	</pre></div>
356	</div>	356	</div>
357	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··1.179·seconds)</p>	357	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··2.122·seconds)</p>
358	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-model-interface-py">	358	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-model-interface-py">
359	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	359	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
360	<p><a·class="reference·download·internal"·download=""·href="../_downloads/8b2fe0a32f4790de5b0465c00682a37b/example_Model_interface.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_Model_interface.py</span></code></a></p>	360	<p><a·class="reference·download·internal"·download=""·href="../_downloads/8b2fe0a32f4790de5b0465c00682a37b/example_Model_interface.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_Model_interface.py</span></code></a></p>
361	</div>	361	</div>
362	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	362	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
363	<p><a·class="reference·download·internal"·download=""·href="../_downloads/a69966d88009a9341e88bfe1935158a7/example_Model_interface.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_Model_interface.ipynb</span></code></a></p>	363	<p><a·class="reference·download·internal"·download=""·href="../_downloads/a69966d88009a9341e88bfe1935158a7/example_Model_interface.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_Model_interface.ipynb</span></code></a></p>
364	</div>	364	</div>


Offset 283, 15 lines modified		Offset 283, 15 lines modified
283	············<span·class="n">plt</span><span·class="o">.</span><span·class="n">xlabel</span><span·class="p">(</span><span·class="n">names</span><span·class="p">[</span><span·class="n">i</span><span·class="p">])</span>	283	············<span·class="n">plt</span><span·class="o">.</span><span·class="n">xlabel</span><span·class="p">(</span><span·class="n">names</span><span·class="p">[</span><span·class="n">i</span><span·class="p">])</span>
284	············<span·class="n">plt</span><span·class="o">.</span><span·class="n">ylabel</span><span·class="p">(</span><span·class="s1">'prob'</span><span·class="p">)</span>	284	············<span·class="n">plt</span><span·class="o">.</span><span·class="n">ylabel</span><span·class="p">(</span><span·class="s1">'prob'</span><span·class="p">)</span>

285	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	285	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
286	</pre></div>	286	</pre></div>
287	</div>	287	</div>
288	<img·alt="example·confidence·interval"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_confidence_interval_002.png"·/>	288	<img·alt="example·confidence·interval"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_confidence_interval_002.png"·/>
289	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·1·minutes··20.~~651~~·seconds)</p>	289	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·4·minutes··22.000·seconds)</p>
290	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-confidence-interval-py">	290	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-confidence-interval-py">
291	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	291	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
292	<p><a·class="reference·download·internal"·download=""·href="../_downloads/b6a243851aa5b1d7362705005c5ed3b1/example_confidence_interval.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_confidence_interval.py</span></code></a></p>	292	<p><a·class="reference·download·internal"·download=""·href="../_downloads/b6a243851aa5b1d7362705005c5ed3b1/example_confidence_interval.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_confidence_interval.py</span></code></a></p>
293	</div>	293	</div>
294	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	294	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
295	<p><a·class="reference·download·internal"·download=""·href="../_downloads/2c0316848a8a5e58fdf5c1bd1978018e/example_confidence_interval.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_confidence_interval.ipynb</span></code></a></p>	295	<p><a·class="reference·download·internal"·download=""·href="../_downloads/2c0316848a8a5e58fdf5c1bd1978018e/example_confidence_interval.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_confidence_interval.ipynb</span></code></a></p>
296	</div>	296	</div>


Offset 221, 15 lines modified		Offset 221, 15 lines modified
221	<span·class="n">ax</span><span·class="o">.</span><span·class="n">set_ylabel</span><span·class="p">(</span><span·class="sa">r</span><span·class="s1">'Relative·red.·$\chi^2$·change'</span><span·class="p">)</span>	221	<span·class="n">ax</span><span·class="o">.</span><span·class="n">set_ylabel</span><span·class="p">(</span><span·class="sa">r</span><span·class="s1">'Relative·red.·$\chi^2$·change'</span><span·class="p">)</span>
222	<span·class="n">ax</span><span·class="o">.</span><span·class="n">set_xlabel</span><span·class="p">(</span><span·class="s1">'x'</span><span·class="p">)</span>	222	<span·class="n">ax</span><span·class="o">.</span><span·class="n">set_xlabel</span><span·class="p">(</span><span·class="s1">'x'</span><span·class="p">)</span>
223	<span·class="n">ax</span><span·class="o">.</span><span·class="n">legend</span><span·class="p">()</span>	223	<span·class="n">ax</span><span·class="o">.</span><span·class="n">legend</span><span·class="p">()</span>
224	</pre></div>	224	</pre></div>
225	</div>	225	</div>
226	<img·alt="example·detect·outliers"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_detect_outliers_002.png"·/>	226	<img·alt="example·detect·outliers"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_detect_outliers_002.png"·/>
227	<p·class="sphx-glr-script-out">Out:</p>	227	<p·class="sphx-glr-script-out">Out:</p>
228	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span><matplotlib.legend.Legend·object·at·0x7fb318d0~~222~~0>	228	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span><matplotlib.legend.Legend·object·at·0x7f360d01c4c0>
229	</pre></div>	229	</pre></div>
230	</div>	230	</div>
231	<p>Plot·the·influence·on·the·parameter·value·and·error·of·each·point</p>	231	<p>Plot·the·influence·on·the·parameter·value·and·error·of·each·point</p>
232	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">fig</span><span·class="p">,</span>·<span·class="n">axs</span>·<span·class="o">=</span>·<span·class="n">plt</span><span·class="o">.</span><span·class="n">subplots</span><span·class="p">(</span><span·class="mi">4</span><span·class="p">,</span>·<span·class="n">figsize</span><span·class="o">=</span><span·class="p">(</span><span·class="mi">4</span><span·class="p">,</span>·<span·class="mi">7</span><span·class="p">),</span>·<span·class="n">sharex</span><span·class="o">=</span><span·class="s1">'col'</span><span·class="p">)</span>	232	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">fig</span><span·class="p">,</span>·<span·class="n">axs</span>·<span·class="o">=</span>·<span·class="n">plt</span><span·class="o">.</span><span·class="n">subplots</span><span·class="p">(</span><span·class="mi">4</span><span·class="p">,</span>·<span·class="n">figsize</span><span·class="o">=</span><span·class="p">(</span><span·class="mi">4</span><span·class="p">,</span>·<span·class="mi">7</span><span·class="p">),</span>·<span·class="n">sharex</span><span·class="o">=</span><span·class="s1">'col'</span><span·class="p">)</span>
233	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">0</span><span·class="p">]</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">best_vals</span><span·class="p">[</span><span·class="s1">'a'</span><span·class="p">])</span>	233	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">0</span><span·class="p">]</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">best_vals</span><span·class="p">[</span><span·class="s1">'a'</span><span·class="p">])</span>
234	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">0</span><span·class="p">]</span><span·class="o">.</span><span·class="n">scatter</span><span·class="p">(</span><span·class="n">x</span><span·class="p">[</span><span·class="n">idx</span><span·class="p">],</span>·<span·class="n">best_vals</span><span·class="p">[</span><span·class="s1">'a'</span><span·class="p">][</span><span·class="n">idx</span><span·class="p">],</span>·<span·class="n">color</span><span·class="o">=</span><span·class="s1">'r'</span><span·class="p">,</span>·<span·class="n">label</span><span·class="o">=</span><span·class="s1">'outlier'</span><span·class="p">)</span>	234	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">0</span><span·class="p">]</span><span·class="o">.</span><span·class="n">scatter</span><span·class="p">(</span><span·class="n">x</span><span·class="p">[</span><span·class="n">idx</span><span·class="p">],</span>·<span·class="n">best_vals</span><span·class="p">[</span><span·class="s1">'a'</span><span·class="p">][</span><span·class="n">idx</span><span·class="p">],</span>·<span·class="n">color</span><span·class="o">=</span><span·class="s1">'r'</span><span·class="p">,</span>·<span·class="n">label</span><span·class="o">=</span><span·class="s1">'outlier'</span><span·class="p">)</span>
235	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">0</span><span·class="p">]</span><span·class="o">.</span><span·class="n">set_ylabel</span><span·class="p">(</span><span·class="s1">'best·a'</span><span·class="p">)</span>	235	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">0</span><span·class="p">]</span><span·class="o">.</span><span·class="n">set_ylabel</span><span·class="p">(</span><span·class="s1">'best·a'</span><span·class="p">)</span>
Offset 250, 15 lines modified		Offset 250, 15 lines modified
250	</pre></div>	250	</pre></div>
251	</div>	251	</div>
252	<img·alt="example·detect·outliers"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_detect_outliers_003.png"·/>	252	<img·alt="example·detect·outliers"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_detect_outliers_003.png"·/>
253	<p·class="sphx-glr-script-out">Out:</p>	253	<p·class="sphx-glr-script-out">Out:</p>
254	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span>Text(0.5,·37.500000000000036,·'x')	254	<div·class="sphx-glr-script-out·highlight-none·notranslate"><div·class="highlight"><pre><span></span>Text(0.5,·37.500000000000036,·'x')
255	</pre></div>	255	</pre></div>
256	</div>	256	</div>
257	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··4.683·seconds)</p>	257	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··10.883·seconds)</p>
258	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-detect-outliers-py">	258	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-detect-outliers-py">
259	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	259	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
260	<p><a·class="reference·download·internal"·download=""·href="../_downloads/997bd062873174254128e513e48dc191/example_detect_outliers.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_detect_outliers.py</span></code></a></p>	260	<p><a·class="reference·download·internal"·download=""·href="../_downloads/997bd062873174254128e513e48dc191/example_detect_outliers.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_detect_outliers.py</span></code></a></p>
261	</div>	261	</div>
262	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	262	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
263	<p><a·class="reference·download·internal"·download=""·href="../_downloads/a4a9bd70fc277eac0b5a505f48c84a99/example_detect_outliers.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_detect_outliers.ipynb</span></code></a></p>	263	<p><a·class="reference·download·internal"·download=""·href="../_downloads/a4a9bd70fc277eac0b5a505f48c84a99/example_detect_outliers.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_detect_outliers.ipynb</span></code></a></p>
264	</div>	264	</div>


Offset 231, 15 lines modified		Offset 231, 15 lines modified
231	<span·class="k">for</span>·<span·class="n">i</span>·<span·class="ow">in</span>·<span·class="nb">range</span><span·class="p">(</span><span·class="mi">5</span><span·class="p">):</span>	231	<span·class="k">for</span>·<span·class="n">i</span>·<span·class="ow">in</span>·<span·class="nb">range</span><span·class="p">(</span><span·class="mi">5</span><span·class="p">):</span>
232	····<span·class="n">y_fit</span>·<span·class="o">=</span>·<span·class="n">gauss_dataset</span><span·class="p">(</span><span·class="n">out</span><span·class="o">.</span><span·class="n">params</span><span·class="p">,</span>·<span·class="n">i</span><span·class="p">,</span>·<span·class="n">x</span><span·class="p">)</span>	232	····<span·class="n">y_fit</span>·<span·class="o">=</span>·<span·class="n">gauss_dataset</span><span·class="p">(</span><span·class="n">out</span><span·class="o">.</span><span·class="n">params</span><span·class="p">,</span>·<span·class="n">i</span><span·class="p">,</span>·<span·class="n">x</span><span·class="p">)</span>
233	····<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">[</span><span·class="n">i</span><span·class="p">,</span>·<span·class="p">:],</span>·<span·class="s1">'o'</span><span·class="p">,</span>·<span·class="n">x</span><span·class="p">,</span>·<span·class="n">y_fit</span><span·class="p">,</span>·<span·class="s1">'-'</span><span·class="p">)</span>	233	····<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">[</span><span·class="n">i</span><span·class="p">,</span>·<span·class="p">:],</span>·<span·class="s1">'o'</span><span·class="p">,</span>·<span·class="n">x</span><span·class="p">,</span>·<span·class="n">y_fit</span><span·class="p">,</span>·<span·class="s1">'-'</span><span·class="p">)</span>
234	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	234	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
235	</pre></div>	235	</pre></div>
236	</div>	236	</div>
237	<img·alt="example·fit·multi·datasets"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_fit_multi_datasets_001.png"·/>	237	<img·alt="example·fit·multi·datasets"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_fit_multi_datasets_001.png"·/>
238	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.~~342~~·seconds)</p>	238	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··2.228·seconds)</p>
239	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-fit-multi-datasets-py">	239	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-fit-multi-datasets-py">
240	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	240	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
241	<p><a·class="reference·download·internal"·download=""·href="../_downloads/5c7aecfc832cba8709209d4aee80c638/example_fit_multi_datasets.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_fit_multi_datasets.py</span></code></a></p>	241	<p><a·class="reference·download·internal"·download=""·href="../_downloads/5c7aecfc832cba8709209d4aee80c638/example_fit_multi_datasets.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_fit_multi_datasets.py</span></code></a></p>
242	</div>	242	</div>
243	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	243	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
244	<p><a·class="reference·download·internal"·download=""·href="../_downloads/e9797dfaa256c029a43c2a364328ed36/example_fit_multi_datasets.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_fit_multi_datasets.ipynb</span></code></a></p>	244	<p><a·class="reference·download·internal"·download=""·href="../_downloads/e9797dfaa256c029a43c2a364328ed36/example_fit_multi_datasets.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_fit_multi_datasets.ipynb</span></code></a></p>
245	</div>	245	</div>


Offset 225, 15 lines modified		Offset 225, 15 lines modified
225	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">,</span>·<span·class="s1">'r+'</span><span·class="p">)</span>	225	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">,</span>·<span·class="s1">'r+'</span><span·class="p">)</span>
226	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">init</span><span·class="p">,</span>·<span·class="s1">'b--'</span><span·class="p">,</span>·<span·class="n">label</span><span·class="o">=</span><span·class="s1">'initial·fit'</span><span·class="p">)</span>	226	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">init</span><span·class="p">,</span>·<span·class="s1">'b--'</span><span·class="p">,</span>·<span·class="n">label</span><span·class="o">=</span><span·class="s1">'initial·fit'</span><span·class="p">)</span>
227	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">fit</span><span·class="p">,</span>·<span·class="s1">'k-'</span><span·class="p">,</span>·<span·class="n">label</span><span·class="o">=</span><span·class="s1">'best·fit'</span><span·class="p">)</span>	227	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">fit</span><span·class="p">,</span>·<span·class="s1">'k-'</span><span·class="p">,</span>·<span·class="n">label</span><span·class="o">=</span><span·class="s1">'best·fit'</span><span·class="p">)</span>
228	<span·class="n">plt</span><span·class="o">.</span><span·class="n">legend</span><span·class="p">(</span><span·class="n">loc</span><span·class="o">=</span><span·class="s1">'best'</span><span·class="p">)</span>	228	<span·class="n">plt</span><span·class="o">.</span><span·class="n">legend</span><span·class="p">(</span><span·class="n">loc</span><span·class="o">=</span><span·class="s1">'best'</span><span·class="p">)</span>
229	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	229	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
230	</pre></div>	230	</pre></div>
231	</div>	231	</div>
232	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.260·seconds)</p>	232	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··1.766·seconds)</p>
233	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-fit-with-algebraic-constraint-py">	233	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-fit-with-algebraic-constraint-py">
234	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	234	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
235	<p><a·class="reference·download·internal"·download=""·href="../_downloads/cb6735e259aa0fe1e9993a89862af987/example_fit_with_algebraic_constraint.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_fit_with_algebraic_constraint.py</span></code></a></p>	235	<p><a·class="reference·download·internal"·download=""·href="../_downloads/cb6735e259aa0fe1e9993a89862af987/example_fit_with_algebraic_constraint.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_fit_with_algebraic_constraint.py</span></code></a></p>
236	</div>	236	</div>
237	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	237	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
238	<p><a·class="reference·download·internal"·download=""·href="../_downloads/795f02254c8fb4ff85239a1247e0cdb3/example_fit_with_algebraic_constraint.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_fit_with_algebraic_constraint.ipynb</span></code></a></p>	238	<p><a·class="reference·download·internal"·download=""·href="../_downloads/795f02254c8fb4ff85239a1247e0cdb3/example_fit_with_algebraic_constraint.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_fit_with_algebraic_constraint.ipynb</span></code></a></p>
239	</div>	239	</div>


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200	<p>and·shows·the·plot·below:</p>	200	<p>and·shows·the·plot·below:</p>
201	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">,</span>·<span·class="s1">'ro'</span><span·class="p">)</span>	201	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">,</span>·<span·class="s1">'ro'</span><span·class="p">)</span>
202	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">fit</span><span·class="p">,</span>·<span·class="s1">'b'</span><span·class="p">)</span>	202	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">fit</span><span·class="p">,</span>·<span·class="s1">'b'</span><span·class="p">)</span>
203	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	203	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
204	</pre></div>	204	</pre></div>
205	</div>	205	</div>
206	<img·alt="example·fit·with·bounds"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_fit_with_bounds_001.png"·/>	206	<img·alt="example·fit·with·bounds"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_fit_with_bounds_001.png"·/>
207	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.~~221~~·seconds)</p>	207	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··1.336·seconds)</p>
208	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-fit-with-bounds-py">	208	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-fit-with-bounds-py">
209	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	209	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
210	<p><a·class="reference·download·internal"·download=""·href="../_downloads/27b87cac9cd9afd7fa73c15f10211608/example_fit_with_bounds.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_fit_with_bounds.py</span></code></a></p>	210	<p><a·class="reference·download·internal"·download=""·href="../_downloads/27b87cac9cd9afd7fa73c15f10211608/example_fit_with_bounds.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_fit_with_bounds.py</span></code></a></p>
211	</div>	211	</div>
212	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	212	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
213	<p><a·class="reference·download·internal"·download=""·href="../_downloads/fd01b33f1731fe67d0f89a803067a496/example_fit_with_bounds.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_fit_with_bounds.ipynb</span></code></a></p>	213	<p><a·class="reference·download·internal"·download=""·href="../_downloads/fd01b33f1731fe67d0f89a803067a496/example_fit_with_bounds.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_fit_with_bounds.ipynb</span></code></a></p>
214	</div>	214	</div>


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216	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">,</span>·<span·class="s1">'ro'</span><span·class="p">)</span>	216	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">,</span>·<span·class="s1">'ro'</span><span·class="p">)</span>
217	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">fit1</span><span·class="p">,</span>·<span·class="s1">'b'</span><span·class="p">)</span>	217	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">fit1</span><span·class="p">,</span>·<span·class="s1">'b'</span><span·class="p">)</span>
218	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">fit2</span><span·class="p">,</span>·<span·class="s1">'k'</span><span·class="p">)</span>	218	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">fit2</span><span·class="p">,</span>·<span·class="s1">'k'</span><span·class="p">)</span>
219	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	219	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
220	</pre></div>	220	</pre></div>
221	</div>	221	</div>
222	<img·alt="example·fit·with·derivfunc"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_fit_with_derivfunc_001.png"·/>	222	<img·alt="example·fit·with·derivfunc"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_fit_with_derivfunc_001.png"·/>
223	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.~~253~~·seconds)</p>	223	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··1.139·seconds)</p>
224	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-fit-with-derivfunc-py">	224	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-fit-with-derivfunc-py">
225	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	225	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
226	<p><a·class="reference·download·internal"·download=""·href="../_downloads/34710c8e386116e372179d0463d53c6a/example_fit_with_derivfunc.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_fit_with_derivfunc.py</span></code></a></p>	226	<p><a·class="reference·download·internal"·download=""·href="../_downloads/34710c8e386116e372179d0463d53c6a/example_fit_with_derivfunc.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_fit_with_derivfunc.py</span></code></a></p>
227	</div>	227	</div>
228	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	228	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
229	<p><a·class="reference·download·internal"·download=""·href="../_downloads/a48b6f5c2c4202cb67d15a117c5eb6bc/example_fit_with_derivfunc.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_fit_with_derivfunc.ipynb</span></code></a></p>	229	<p><a·class="reference·download·internal"·download=""·href="../_downloads/a48b6f5c2c4202cb67d15a117c5eb6bc/example_fit_with_derivfunc.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_fit_with_derivfunc.ipynb</span></code></a></p>
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201	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">,</span>·<span·class="s1">'bo'</span><span·class="p">)</span>	201	<div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">data</span><span·class="p">,</span>·<span·class="s1">'bo'</span><span·class="p">)</span>
202	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">best_fit</span><span·class="p">,</span>·<span·class="s1">'r--'</span><span·class="p">,</span>·<span·class="n">label</span><span·class="o">=</span><span·class="s1">'best·fit'</span><span·class="p">)</span>	202	<span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="p">,</span>·<span·class="n">best_fit</span><span·class="p">,</span>·<span·class="s1">'r--'</span><span·class="p">,</span>·<span·class="n">label</span><span·class="o">=</span><span·class="s1">'best·fit'</span><span·class="p">)</span>
203	<span·class="n">plt</span><span·class="o">.</span><span·class="n">legend</span><span·class="p">(</span><span·class="n">loc</span><span·class="o">=</span><span·class="s1">'best'</span><span·class="p">)</span>	203	<span·class="n">plt</span><span·class="o">.</span><span·class="n">legend</span><span·class="p">(</span><span·class="n">loc</span><span·class="o">=</span><span·class="s1">'best'</span><span·class="p">)</span>
204	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	204	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
205	</pre></div>	205	</pre></div>
206	</div>	206	</div>
207	<img·alt="example·fit·with·inequality"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_fit_with_inequality_001.png"·/>	207	<img·alt="example·fit·with·inequality"·class="sphx-glr-single-img"·src="../_images/sphx_glr_example_fit_with_inequality_001.png"·/>
208	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.203·seconds)</p>	208	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.173·seconds)</p>
209	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-fit-with-inequality-py">	209	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-fit-with-inequality-py">
210	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	210	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
211	<p><a·class="reference·download·internal"·download=""·href="../_downloads/0372b8f3b0b615eb40855b665c11d339/example_fit_with_inequality.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_fit_with_inequality.py</span></code></a></p>	211	<p><a·class="reference·download·internal"·download=""·href="../_downloads/0372b8f3b0b615eb40855b665c11d339/example_fit_with_inequality.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_fit_with_inequality.py</span></code></a></p>
212	</div>	212	</div>
213	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	213	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
214	<p><a·class="reference·download·internal"·download=""·href="../_downloads/8cc2f5f768207b7533d24c7fd6035d90/example_fit_with_inequality.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_fit_with_inequality.ipynb</span></code></a></p>	214	<p><a·class="reference·download·internal"·download=""·href="../_downloads/8cc2f5f768207b7533d24c7fd6035d90/example_fit_with_inequality.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_fit_with_inequality.ipynb</span></code></a></p>
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91	-rw-r--r--···0·root·········(0)·root·········(0)····44535·2021-05-06·08:32:40.000000·./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_detect_outliers_002.png	91	-rw-r--r--···0·root·········(0)·root·········(0)····44535·2021-05-06·08:32:40.000000·./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_detect_outliers_002.png
92	-rw-r--r--···0·root·········(0)·root·········(0)····78385·2021-05-06·08:32:40.000000·./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_detect_outliers_003.png	92	-rw-r--r--···0·root·········(0)·root·········(0)····78385·2021-05-06·08:32:40.000000·./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_detect_outliers_003.png
93	-rw-r--r--···0·root·········(0)·root·········(0)····23470·2021-05-06·08:32:40.000000·./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_detect_outliers_thumb.png	93	-rw-r--r--···0·root·········(0)·root·········(0)····23470·2021-05-06·08:32:40.000000·./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_detect_outliers_thumb.png
94	-rw-r--r--···0·root·········(0)·root·········(0)····40305·2021-05-06·08:32:40.000000·./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_diffev_001.png	94	-rw-r--r--···0·root·········(0)·root·········(0)····40305·2021-05-06·08:32:40.000000·./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_diffev_001.png
95	-rw-r--r--···0·root·········(0)·root·········(0)····30901·2021-05-06·08:32:40.000000·./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_diffev_thumb.png	95	-rw-r--r--···0·root·········(0)·root·········(0)····30901·2021-05-06·08:32:40.000000·./usr/share/doc/python3-lmfit/html/_images/sphx_glr_example_diffev_thumb.png
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65	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eeeeeeff·f0f0f0ff·fefefeff·606060ff·c0c0c0ff·ffffffff·ffffffff·ffffffff·878787ff·757575ff·ccccccff·fbfbfbff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·959595ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fffff[·...·truncated·by·diffoscope;·len:·1313,·SHA:·~~157~~7~~fb5~~8~~0e080b6~~5dae~~6689~~7~~b05877a26~~3~~58fa~~c88~~1cd3~~11d3~~71334~~ed~~2db1~~7~~39a~~·...·]ffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fdfdfdff·e3e3e3ff·fbfcfcff·ffe8e8ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffcacaff·fff7f7ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·959595ff·878787ff·ffffffff·b7b7b7ff·7a7a7aff·8f8f8fff·6e6e6eff·bebebeff·bbbbbbff·d9d9d9ff·f9f9f9ff·b5b5b5ff·707070ff·868686ff·d0d0d0ff·646464ff·ffffffff·ffffffff·ffffffff·ffffffff·c9c9c9ff·686868ff·ffffffff·8c8c8cff·a5a5a5ff·c8c8c8ff·707070ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eaeaeaff·f0f0f0ff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	65	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eeeeeeff·f0f0f0ff·fefefeff·606060ff·c0c0c0ff·ffffffff·ffffffff·ffffffff·878787ff·757575ff·ccccccff·fbfbfbff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·969696ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fffff[·...·truncated·by·diffoscope;·len:·1313,·SHA:·caf7ed48653d54a84057cace553c9367a0c878ad621ce22342859cedfcd67cee·...·]ffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fdfdfdff·e3e3e3ff·fbfcfcff·ffe8e8ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffc9c9ff·ffcacaff·fff7f7ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·959595ff·878787ff·ffffffff·b7b7b7ff·7a7a7aff·8f8f8fff·6e6e6eff·bebebeff·bbbbbbff·d9d9d9ff·f9f9f9ff·b5b5b5ff·707070ff·868686ff·d0d0d0ff·646464ff·ffffffff·ffffffff·ffffffff·ffffffff·c9c9c9ff·686868ff·ffffffff·8c8c8cff·a5a5a5ff·c8c8c8ff·707070ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eaeaeaff·f0f0f0ff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
66	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·e7e7e7ff·575757ff·e0e0e0ff·ffffffff·ffffffff·ffffffff·bfbfbfff·878787ff·737373ff·737373ff·f7f7f7ff·ffffffff·ffffffff·edededff·7b7b7bff·6d6d6dff·3c3c3cff·bcbcbcff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·9c9cffff·0000ffff·770088ff·cd0031ff·0100feff·0000ffff·0000ffff·3300ccff·f2000dff·1e00e0ff·0000ffff·8c8cffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fdfdfdff·e3e3e3ff·fbfbfbff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·929292ff·3c3c3cff·b7b7b7ff·616161ff·b4b4b4ff·cececeff·5d5d5dff·bebebeff·b8b8b8ff·d5d5d5ff·c4c4c4ff·bebebeff·a0a0a0ff·646464ff·e0e0e0ff·4f4f4fff·c5c5c5ff·f4f4f4ff·ffffffff·ffffffff·c6c6c6ff·616161ff·ffffffff·878787ff·9f9f9fff·dadadaff·555555ff·ccccccff·f7f7f7ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eaeaeaff·f0f0f0ff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
67	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·~~ebebeb~~ff·~~646464~~ff·~~b6b6b6~~ff·~~ffffff~~ff·ffffffff·ffffffff·ffffffff·ffffffff·~~ffffff~~ff·~~ffffff~~ff·~~5b5b5b~~ff·~~d0d0d0~~ff·ffffffff·ffffffff·fcfcfcff·~~eeeeee~~ff·~~efefef~~ff·878787ff·b7b7b7ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffff[·...·truncated·by·diffoscope;·len:·2396,·SHA:·0~~8ab3bc~~c~~e6696cae9~~8~~066~~a~~416~~3~~13b~~b895238~~ef660~~8~~8145~~5~~941935~~6961eb60~~321~~·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eaeaeaff·f0f0f0ff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	66	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·e7e7e7ff·575757ff·e0e0e0ff·ffffffff·ffffffff·ffffffff·bfbfbfff·878787ff·737373ff·737373ff·f7f7f7ff·ffffffff·ffffffff·f9f9f9ff·d4d4d4ff·d3d3d3ff·767676ff·b8b8b8ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffff[·...·truncated·by·diffoscope;·len:·2396,·SHA:·12522fcd2345fb2b8153a30b9b8ff212b7880ab05c36cef69b71e58aa8802df0·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eaeaeaff·f0f0f0ff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
		67	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ebebebff·646464ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·5b5b5bff·d0d0d0ff·ffffffff·ffffffff·efefefff·8c8c8cff·808080ff·474747ff·bbbbbbff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·9f9fffff·0000ffff·880076ff·bf003fff·0000ffff·0404ffff·6b71ffff·461fd6ff·e30017ff·3506cdff·696effff·f8f8ffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fdfdfdff·e3e3e3ff·fbfbfbff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·cececeff·acacacff·8e8e8eff·a8a8a8ff·ffffffff·ffffffff·c8c8c8ff·868686ff·909090ff·e1e1e1ff·cfcfcfff·888888ff·8e8e8eff·e2e2e2ff·ffffffff·b2b2b2ff·878787ff·e2e2e2ff·ffffffff·ffffffff·e4e4e4ff·b4b4b4ff·ffffffff·c6c6c6ff·cfcfcfff·ffffffff·a9a9a9ff·8a8a8aff·eaeaeaff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eaeaeaff·f0f0f0ff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
68	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·e7e7e7ff·606060ff·a8a8a8ff·fdfdfdff·ffffffff·f6f6f6ff·cececeff·fcfcfcff·e1e1e1ff·f1f1f1ff·dbdbdbff·4d4d4dff·dcdcdcff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·949494ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fffff[·...·truncated·by·diffoscope;·len:·1304,·SHA:·10954~~7c9~~10~~4ea376b611~~26436fe~~540c~~2~~811~~617b~~af21f628~~600~~0495be05~~9~~533d3~~·...·]ffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fdfdfdff·e3e3e3ff·fbfbfbff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eaeaeaff·f0f0f0ff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	68	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·e7e7e7ff·606060ff·a8a8a8ff·fdfdfdff·ffffffff·f6f6f6ff·cececeff·fcfcfcff·e1e1e1ff·f1f1f1ff·dbdbdbff·4d4d4dff·dcdcdcff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·989898ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fffff[·...·truncated·by·diffoscope;·len:·1304,·SHA:·630923310dfcc8d92533bfa96a20f5662be30305c4906af030152219f8986942·...·]ffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fdfdfdff·e3e3e3ff·fbfbfbff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eaeaeaff·f0f0f0ff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
69	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·aaaaaaff·3b3b3bff·696969ff·676767ff·d4d4d4ff·e8e8e8ff·747474ff·fafafaff·9d9d9dff·636363ff·666666ff·aeaeaeff·fefefeff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·939393ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·~~f6f6~~feff·~~ed43~~55ff·~~d13c~~68ff·~~bac3~~ffff·~~fcfc~~ffff·ffffffff·ffede7ff·fc282aff·ffaba8ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fdfdfdff·e3e3e3ff·fbfbfbff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·eaeaeaff·f0f0f0ff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	69	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·aaaaaaff·3b3b3bff·696969ff·676767ff·d4d4d4ff·e8e8e8ff·747474ff·fafafaff·9d9d9dff·636363ff·666666ff·aeaeaeff·fefefeff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·939393ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fffff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75	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·939393ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffd1d1ff·ff0f0fff·ffd9d9ff·ffffffff·ffffffff·ffffffff·ffffffff·ff7979ff·ff4545ff·fff9f9ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	75	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·939393ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffd1d1ff·ff0f0fff·ffdadaff·ffffffff·ffffffff·ffffffff·ffffffff·ff7a7aff·ff4545ff·fff9f9ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
76	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·939393ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffbdbdff·ff1c1cff·ffe1e1ff·ffffffff·ffffffff·ffffffff·ffffffff·ff8e8eff·ff3838ff·fff2f2ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	76	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·939393ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffbdbdff·ff1c1cff·ffe1e1ff·ffffffff·ffffffff·ffffffff·ffffffff·ff8e8eff·ff3838ff·fff2f2ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
77	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·939393ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffaaaaff·ff2828ff·ffe8e8ff·ffffffff·ffffffff·ffffffff·ffffffff·ffa1a1ff·ff2c2cff·ffedebff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	77	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·939393ff·b6b6b6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffa8a8ff·ff2828ff·ffe9e9ff·ffffffff·ffffffff·ffffffff·ffffffff·ffa1a1ff·ff2c2cff·ffebebff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·a2a2a2ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·


Offset 242, 15 lines modified		Offset 242, 15 lines modified
242	<span·class="n">plt</span><span·class="o">.</span><span·class="n">legend</span><span·class="p">([</span><span·class="s1">'True·function'</span><span·class="p">,</span>	242	<span·class="n">plt</span><span·class="o">.</span><span·class="n">legend</span><span·class="p">([</span><span·class="s1">'True·function'</span><span·class="p">,</span>
243	············<span·class="s1">'with·noise+outliers'</span><span·class="p">,</span>	243	············<span·class="s1">'with·noise+outliers'</span><span·class="p">,</span>
244	············<span·class="s1">'sum·of·squares·fit'</span><span·class="p">,</span>	244	············<span·class="s1">'sum·of·squares·fit'</span><span·class="p">,</span>
245	············<span·class="s1">'robust·fit'</span><span·class="p">],</span>·<span·class="n">loc</span><span·class="o">=</span><span·class="s1">'upper·left'</span><span·class="p">)</span>	245	············<span·class="s1">'robust·fit'</span><span·class="p">],</span>·<span·class="n">loc</span><span·class="o">=</span><span·class="s1">'upper·left'</span><span·class="p">)</span>
246	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	246	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
247	</pre></div>	247	</pre></div>
248	</div>	248	</div>
249	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.336·seconds)</p>	249	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··1.826·seconds)</p>
250	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-reduce-fcn-py">	250	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-reduce-fcn-py">
251	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	251	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
252	<p><a·class="reference·download·internal"·download=""·href="../_downloads/d0e8e1e708ca0de18639372a3ff96a6a/example_reduce_fcn.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_reduce_fcn.py</span></code></a></p>	252	<p><a·class="reference·download·internal"·download=""·href="../_downloads/d0e8e1e708ca0de18639372a3ff96a6a/example_reduce_fcn.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_reduce_fcn.py</span></code></a></p>
253	</div>	253	</div>
254	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	254	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
255	<p><a·class="reference·download·internal"·download=""·href="../_downloads/5d125e1fb5f23aa5a5473c67a4699244/example_reduce_fcn.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_reduce_fcn.ipynb</span></code></a></p>	255	<p><a·class="reference·download·internal"·download=""·href="../_downloads/5d125e1fb5f23aa5a5473c67a4699244/example_reduce_fcn.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_reduce_fcn.ipynb</span></code></a></p>
256	</div>	256	</div>


Offset 171, 15 lines modified		Offset 171, 15 lines modified
171	····sigma:······1.15503893·+/-·0.02603688·(2.25%)·(init·=·1.3)	171	····sigma:······1.15503893·+/-·0.02603688·(2.25%)·(init·=·1.3)
172	····fwhm:·······2.31007785·+/-·0.05207377·(2.25%)·==·'2.0000000*sigma'	172	····fwhm:·······2.31007785·+/-·0.05207377·(2.25%)·==·'2.0000000*sigma'
173	····height:·····10.7899514·+/-·0.17160472·(1.59%)·==·'0.3183099*amplitude/max(2.220446049250313e-16,·sigma)'	173	····height:·····10.7899514·+/-·0.17160472·(1.59%)·==·'0.3183099*amplitude/max(2.220446049250313e-16,·sigma)'
174	[[Correlations]]·(unreported·correlations·are·<·0.100)	174	[[Correlations]]·(unreported·correlations·are·<·0.100)
175	····C(amplitude,·sigma)·=··0.709	175	····C(amplitude,·sigma)·=··0.709
176	</pre></div>	176	</pre></div>
177	</div>	177	</div>
178	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··0.263·seconds)</p>	178	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(·0·minutes··1.234·seconds)</p>
179	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-use-pandas-py">	179	<div·class="sphx-glr-footer·class·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-examples-example-use-pandas-py">
180	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	180	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
181	<p><a·class="reference·download·internal"·download=""·href="../_downloads/67e6ee8d13b1ad43c31b4b2dc6d01d54/example_use_pandas.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_use_pandas.py</span></code></a></p>	181	<p><a·class="reference·download·internal"·download=""·href="../_downloads/67e6ee8d13b1ad43c31b4b2dc6d01d54/example_use_pandas.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">example_use_pandas.py</span></code></a></p>
182	</div>	182	</div>
183	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	183	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
184	<p><a·class="reference·download·internal"·download=""·href="../_downloads/5adbaff47e6aef0917d3da79f59fba26/example_use_pandas.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_use_pandas.ipynb</span></code></a></p>	184	<p><a·class="reference·download·internal"·download=""·href="../_downloads/5adbaff47e6aef0917d3da79f59fba26/example_use_pandas.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">example_use_pandas.ipynb</span></code></a></p>
185	</div>	185	</div>


Offset 73, 15 lines modified		Offset 73, 15 lines modified
73	····center:·····9.22379520·+/-·0.01835869·(0.20%)·(init·=·9.3)	73	····center:·····9.22379520·+/-·0.01835869·(0.20%)·(init·=·9.3)
74	····sigma:······1.15503893·+/-·0.02603688·(2.25%)·(init·=·1.3)	74	····sigma:······1.15503893·+/-·0.02603688·(2.25%)·(init·=·1.3)
75	····fwhm:·······2.31007785·+/-·0.05207377·(2.25%)·==·'2.0000000*sigma'	75	····fwhm:·······2.31007785·+/-·0.05207377·(2.25%)·==·'2.0000000*sigma'
76	····height:·····10.7899514·+/-·0.17160472·(1.59%)·==·'0.3183099*amplitude/max	76	····height:·····10.7899514·+/-·0.17160472·(1.59%)·==·'0.3183099*amplitude/max
77	(2.220446049250313e-16,·sigma)'	77	(2.220446049250313e-16,·sigma)'
78	[[Correlations]]·(unreported·correlations·are·<·0.100)	78	[[Correlations]]·(unreported·correlations·are·<·0.100)
79	····C(amplitude,·sigma)·=··0.709	79	····C(amplitude,·sigma)·=··0.709
80	Total·running·time·of·the·script:·(·0·minutes·0.263·seconds)	80	Total·running·time·of·the·script:·(·0·minutes·1.234·seconds)
81	Download_Python_source_code:_example_use_pandas.py	81	Download_Python_source_code:_example_use_pandas.py
82	Download_Jupyter_notebook:_example_use_pandas.ipynb	82	Download_Jupyter_notebook:_example_use_pandas.ipynb
83	Gallery_generated_by_Sphinx-Gallery	83	Gallery_generated_by_Sphinx-Gallery
84	**·Navigation·**	84	**·Navigation·**
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