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53	············]	53	············]
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63	····················"shell.execute_reply":·"2026-01-02T00:00:09.~~709391~~Z"	63	····················"shell.execute_reply":·"2024-11-29T17:43:27.624985Z"
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68	············},	68	············},
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70	················{	70	················{
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91	············]	91	············]
92	········},	92	········},
93	········{	93	········{
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101	····················"shell.execute_reply":·"2026-01-02T00:00:09.715042Z"	101	····················"shell.execute_reply":·"2024-11-29T17:43:27.667180Z"
102	················}	102	················}
103	············},	103	············},
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105	················{	105	················{
106	····················"data":·{	106	····················"data":·{
107	························"text/plain":·[	107	························"text/plain":·[
108	····························"'no·problem'"	108	····························"'no·problem'"


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45	············]	45	············]
46	········},	46	········},
47	········{	47	········{
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50	············"metadata":·{	50	············"metadata":·{
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55	····················"shell.execute_reply":·"2026-01-02T00:00:07.~~854736~~Z"	55	····················"shell.execute_reply":·"2024-11-29T17:43:21.146802Z"
56	················}	56	················}
57	············},	57	············},
58	············"outputs":·[	58	············"outputs":·[
59	················{	59	················{
60	····················"ename":·"NameError",	60	····················"ename":·"NameError",
61	····················"evalue":·"name·'nonsense'·is·not·defined",	61	····················"evalue":·"name·'nonsense'·is·not·defined",
62	····················"output_type":·"error",	62	····················"output_type":·"error",
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73	············]	73	············]
74	········},	74	········},
75	········{	75	········{
76	············"cell_type":·"code",	76	············"cell_type":·"code",
77	············"execution_count":·2,	77	············"execution_count":·2,
78	············"metadata":·{	78	············"metadata":·{
79	················"execution":·{	79	················"execution":·{
80	····················"iopub.execute_input":·"2026-01-02T00:00:07.~~899309~~Z",	80	····················"iopub.execute_input":·"2024-11-29T17:43:21.348242Z",
81	····················"iopub.status.busy":·"2026-01-02T00:00:07.~~8988~~74Z",	81	····················"iopub.status.busy":·"2024-11-29T17:43:21.347773Z",
82	····················"iopub.status.idle":·"2026-01-02T00:00:07.~~911~~804Z",	82	····················"iopub.status.idle":·"2024-11-29T17:43:21.434844Z",
83	····················"shell.execute_reply":·"2026-01-02T00:00:07.~~911278~~Z"	83	····················"shell.execute_reply":·"2024-11-29T17:43:21.426806Z"
84	················}	84	················}
85	············},	85	············},
86	············"outputs":·[	86	············"outputs":·[
87	················{	87	················{
88	····················"ename":·"ZeroDivisionError",	88	····················"ename":·"ZeroDivisionError",
89	····················"evalue":·"division·by·zero",	89	····················"evalue":·"division·by·zero",
90	····················"output_type":·"error",	90	····················"output_type":·"error",
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101	············]	101	············]
102	········},	102	········},
103	········{	103	········{
104	············"cell_type":·"code",	104	············"cell_type":·"code",
105	············"execution_count":·3,	105	············"execution_count":·3,
106	············"metadata":·{	106	············"metadata":·{
107	················"execution":·{	107	················"execution":·{
108	····················"iopub.execute_input":·"2026-01-02T00:00:07.~~913903~~Z",	108	····················"iopub.execute_input":·"2024-11-29T17:43:21.448261Z",
109	····················"iopub.status.busy":·"2026-01-02T00:00:07.~~913448~~Z",	109	····················"iopub.status.busy":·"2024-11-29T17:43:21.447691Z",
110	····················"iopub.status.idle":·"2026-01-02T00:00:07.~~919349~~Z",	110	····················"iopub.status.idle":·"2024-11-29T17:43:21.494868Z",
111	····················"shell.execute_reply":·"2026-01-02T00:00:07.~~918~~839Z"	111	····················"shell.execute_reply":·"2024-11-29T17:43:21.486828Z"
112	················}	112	················}
113	············},	113	············},
114	············"outputs":·[	114	············"outputs":·[
115	················{	115	················{
116	····················"data":·{	116	····················"data":·{
117	························"text/plain":·[	117	························"text/plain":·[
118	····························"42"	118	····························"42"


Offset 63, 18 lines modified		Offset 63, 18 lines modified
63	············]	63	············]
64	········},	64	········},
65	········{	65	········{
66	············"cell_type":·"code",	66	············"cell_type":·"code",
67	············"execution_count":·1,	67	············"execution_count":·1,
68	············"metadata":·{	68	············"metadata":·{
69	················"execution":·{	69	················"execution":·{
70	····················"iopub.execute_input":·"2026-01-02T00:00:17.906670Z",	70	····················"iopub.execute_input":·"2024-11-29T17:43:59.620287Z",
71	····················"iopub.status.busy":·"2026-01-02T00:00:17.~~906216~~Z",	71	····················"iopub.status.busy":·"2024-11-29T17:43:59.619809Z",
72	····················"iopub.status.idle":·"2026-01-02T00:00:17.~~912~~625Z",	72	····················"iopub.status.idle":·"2024-11-29T17:43:59.636681Z",
73	····················"shell.execute_reply":·"2026-01-02T00:00:17.~~912121~~Z"	73	····················"shell.execute_reply":·"2024-11-29T17:43:59.635609Z"
74	················}	74	················}
75	············},	75	············},
76	············"outputs":·[	76	············"outputs":·[
77	················{	77	················{
78	····················"data":·{	78	····················"data":·{
79	························"text/plain":·[	79	························"text/plain":·[
80	····························"'Hello·from·conf.py!'"	80	····························"'Hello·from·conf.py!'"


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118	············]	118	············]
119	········},	119	········},
120	········{	120	········{
121	············"cell_type":·"code",	121	············"cell_type":·"code",
122	············"execution_count":·1,	122	············"execution_count":·1,
123	············"metadata":·{	123	············"metadata":·{
124	················"execution":·{	124	················"execution":·{
125	····················"iopub.execute_input":·"2026-01-02T00:00:19.~~375034~~Z",	125	····················"iopub.execute_input":·"2024-11-29T17:44:03.163577Z",
126	····················"iopub.status.busy":·"2026-01-02T00:00:19.~~374439~~Z",	126	····················"iopub.status.busy":·"2024-11-29T17:44:03.163054Z",
127	····················"iopub.status.idle":·"2026-01-02T00:00:19.~~38147~~5Z",	127	····················"iopub.status.idle":·"2024-11-29T17:44:03.197025Z",
128	····················"shell.execute_reply":·"2026-01-02T00:00:19.~~380894~~Z"	128	····················"shell.execute_reply":·"2024-11-29T17:44:03.195076Z"
129	················}	129	················}
130	············},	130	············},
131	············"outputs":·[	131	············"outputs":·[
132	················{	132	················{
133	····················"data":·{	133	····················"data":·{
134	························"text/plain":·[	134	························"text/plain":·[
135	····························"42"	135	····························"42"


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117	</div>	117	</div>
118	<div·class="nboutput·docutils·container">	118	<div·class="nboutput·docutils·container">
119	<div·class="prompt·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[5]:	119	<div·class="prompt·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[5]:
120	</pre></div>	120	</pre></div>
121	</div>	121	</div>
122	<div·class="output_area·docutils·container">	122	<div·class="output_area·docutils·container">
123	<div·class="highlight"><pre>	123	<div·class="highlight"><pre>
124	<matplotlib.image.AxesImage·at·0xed~~30124~~0>	124	<matplotlib.image.AxesImage·at·0xed2991e0>
125	</pre></div></div>	125	</pre></div></div>
126	</div>	126	</div>
127	<div·class="nboutput·nblast·docutils·container">	127	<div·class="nboutput·nblast·docutils·container">
128	<div·class="prompt·empty·docutils·container">	128	<div·class="prompt·empty·docutils·container">
129	</div>	129	</div>
130	<div·class="output_area·docutils·container">	130	<div·class="output_area·docutils·container">
131	<img·alt="../_images/gallery_cell-metadata_7_1.svg"·src="../_images/gallery_cell-metadata_7_1.svg"·/>	131	<img·alt="../_images/gallery_cell-metadata_7_1.svg"·src="../_images/gallery_cell-metadata_7_1.svg"·/>


Offset 24, 15 lines modified		Offset 24, 15 lines modified
24	z·=·(1·-·x·/·2·+·x··5·+·y··3)··np.exp(-x··2·-·y·*·2)	24	z·=·(1·-·x·/·2·+·x··5·+·y··3)··np.exp(-x··2·-·y·*·2)
25	[4]:	25	[4]:
26	zmax·=·np.max(np.abs(z))	26	zmax·=·np.max(np.abs(z))
27	[5]:	27	[5]:
28	fig,·ax·=·plt.subplots(figsize=[5,·3.5])	28	fig,·ax·=·plt.subplots(figsize=[5,·3.5])
29	ax.imshow(z,·vmin=-zmax,·vmax=zmax)	29	ax.imshow(z,·vmin=-zmax,·vmax=zmax)
30	[5]:	30	[5]:
31	<matplotlib.image.AxesImage·at·0xed~~30124~~0>	31	<matplotlib.image.AxesImage·at·0xed2991e0>
32	[../_images/gallery_cell-metadata_7_1.svg]	32	[../_images/gallery_cell-metadata_7_1.svg]
33	\x8\x8\x8\x8\x8\x8·_\x8n\x8n_\x8b\x8b_\x8s\x8s_\x8p\x8p_\x8h\x8h_\x8i\x8i_\x8n\x8n_\x8x\x8x·\x8\x8\x8\x8\x8\x8	33	\x8\x8\x8\x8\x8\x8·_\x8n\x8n_\x8b\x8b_\x8s\x8s_\x8p\x8p_\x8h\x8h_\x8i\x8i_\x8n\x8n_\x8x\x8x·\x8\x8\x8\x8\x8\x8
34	\x8\x8\x8\x8·N\x8Na\x8av\x8vi\x8ig\x8ga\x8at\x8ti\x8io\x8on\x8n·\x8\x8\x8\x8	34	\x8\x8\x8\x8·N\x8Na\x8av\x8vi\x8ig\x8ga\x8at\x8ti\x8io\x8on\x8n·\x8\x8\x8\x8
35	····*·_\x8I_\x8n_\x8s_\x8t_\x8a_\x8l_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n	35	····*·_\x8I_\x8n_\x8s_\x8t_\x8a_\x8l_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n
36	····*·_\x8U_\x8s_\x8a_\x8g_\x8e	36	····*·_\x8U_\x8s_\x8a_\x8g_\x8e
37	····*·_\x8C_\x8o_\x8n_\x8f_\x8i_\x8g_\x8u_\x8r_\x8a_\x8t_\x8i_\x8o_\x8n	37	····*·_\x8C_\x8o_\x8n_\x8f_\x8i_\x8g_\x8u_\x8r_\x8a_\x8t_\x8i_\x8o_\x8n
38	····*·_\x8M_\x8a_\x8r_\x8k_\x8d_\x8o_\x8w_\x8n_\x8·_\x8C_\x8e_\x8l_\x8l_\x8s	38	····*·_\x8M_\x8a_\x8r_\x8k_\x8d_\x8o_\x8w_\x8n_\x8·_\x8C_\x8e_\x8l_\x8l_\x8s


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82	</div>	82	</div>
83	<div·class="nboutput·docutils·container">	83	<div·class="nboutput·docutils·container">
84	<div·class="prompt·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[2]:	84	<div·class="prompt·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[2]:
85	</pre></div>	85	</pre></div>
86	</div>	86	</div>
87	<div·class="output_area·docutils·container">	87	<div·class="output_area·docutils·container">
88	<div·class="highlight"><pre>	88	<div·class="highlight"><pre>
89	[<matplotlib.lines.Line2D·at·0xed~~32c~~d08>]	89	[<matplotlib.lines.Line2D·at·0xed205d08>]
90	</pre></div></div>	90	</pre></div></div>
91	</div>	91	</div>
92	<div·class="nboutput·nblast·docutils·container">	92	<div·class="nboutput·nblast·docutils·container">
93	<div·class="prompt·empty·docutils·container">	93	<div·class="prompt·empty·docutils·container">
94	</div>	94	</div>
95	<div·class="output_area·docutils·container">	95	<div·class="output_area·docutils·container">
96	<img·alt="../_images/gallery_cell-tag_4_1.svg"·src="../_images/gallery_cell-tag_4_1.svg"·/>	96	<img·alt="../_images/gallery_cell-tag_4_1.svg"·src="../_images/gallery_cell-tag_4_1.svg"·/>
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108	</div>	108	</div>
109	<div·class="nboutput·docutils·container">	109	<div·class="nboutput·docutils·container">
110	<div·class="prompt·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[3]:	110	<div·class="prompt·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[3]:
111	</pre></div>	111	</pre></div>
112	</div>	112	</div>
113	<div·class="output_area·docutils·container">	113	<div·class="output_area·docutils·container">
114	<div·class="highlight"><pre>	114	<div·class="highlight"><pre>
115	<matplotlib.collections.PathCollection·at·0xea~~73bf90~~>	115	<matplotlib.collections.PathCollection·at·0xea586228>
116	</pre></div></div>	116	</pre></div></div>
117	</div>	117	</div>
118	<div·class="nboutput·nblast·docutils·container">	118	<div·class="nboutput·nblast·docutils·container">
119	<div·class="prompt·empty·docutils·container">	119	<div·class="prompt·empty·docutils·container">
120	</div>	120	</div>
121	<div·class="output_area·docutils·container">	121	<div·class="output_area·docutils·container">
122	<img·alt="../_images/gallery_cell-tag_6_1.svg"·src="../_images/gallery_cell-tag_6_1.svg"·/>	122	<img·alt="../_images/gallery_cell-tag_6_1.svg"·src="../_images/gallery_cell-tag_6_1.svg"·/>


Offset 10, 23 lines modified		Offset 10, 23 lines modified
10	import·matplotlib.pyplot·as·plt	10	import·matplotlib.pyplot·as·plt
11	The·following·cell·has·the·nbsphinx-thumbnail·tag,·which·will·take·precedence	11	The·following·cell·has·the·nbsphinx-thumbnail·tag,·which·will·take·precedence
12	over·the·default·of·the·last·image·in·the·notebook:	12	over·the·default·of·the·last·image·in·the·notebook:
13	[2]:	13	[2]:
14	fig,·ax·=·plt.subplots(figsize=[6,·3])	14	fig,·ax·=·plt.subplots(figsize=[6,·3])
15	ax.plot([4,·9,·7,·20,·6,·33,·13,·23,·16,·62,·8])	15	ax.plot([4,·9,·7,·20,·6,·33,·13,·23,·16,·62,·8])
16	[2]:	16	[2]:
17	[<matplotlib.lines.Line2D·at·0xed~~32c~~d08>]	17	[<matplotlib.lines.Line2D·at·0xed205d08>]
18	[../_images/gallery_cell-tag_4_1.svg]	18	[../_images/gallery_cell-tag_4_1.svg]
19	Although·the·next·cell·has·an·image,·it·won’t·be·used·as·the·thumbnail,·due·to	19	Although·the·next·cell·has·an·image,·it·won’t·be·used·as·the·thumbnail,·due·to
20	the·tag·on·the·one·above.	20	the·tag·on·the·one·above.
21	[3]:	21	[3]:
22	fig,·ax·=·plt.subplots(figsize=[6,·3])	22	fig,·ax·=·plt.subplots(figsize=[6,·3])
23	ax.scatter(range(10),·[0,·8,·9,·1,·-8,·-10,·-3,·7,·10,·4])	23	ax.scatter(range(10),·[0,·8,·9,·1,·-8,·-10,·-3,·7,·10,·4])
24	[3]:	24	[3]:
25	<matplotlib.collections.PathCollection·at·0xea~~73bf90~~>	25	<matplotlib.collections.PathCollection·at·0xea586228>
26	[../_images/gallery_cell-tag_6_1.svg]	26	[../_images/gallery_cell-tag_6_1.svg]
27	\x8\x8\x8\x8\x8\x8·_\x8n\x8n_\x8b\x8b_\x8s\x8s_\x8p\x8p_\x8h\x8h_\x8i\x8i_\x8n\x8n_\x8x\x8x·\x8\x8\x8\x8\x8\x8	27	\x8\x8\x8\x8\x8\x8·_\x8n\x8n_\x8b\x8b_\x8s\x8s_\x8p\x8p_\x8h\x8h_\x8i\x8i_\x8n\x8n_\x8x\x8x·\x8\x8\x8\x8\x8\x8
28	\x8\x8\x8\x8·N\x8Na\x8av\x8vi\x8ig\x8ga\x8at\x8ti\x8io\x8on\x8n·\x8\x8\x8\x8	28	\x8\x8\x8\x8·N\x8Na\x8av\x8vi\x8ig\x8ga\x8at\x8ti\x8io\x8on\x8n·\x8\x8\x8\x8
29	····*·_\x8I_\x8n_\x8s_\x8t_\x8a_\x8l_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n	29	····*·_\x8I_\x8n_\x8s_\x8t_\x8a_\x8l_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n
30	····*·_\x8U_\x8s_\x8a_\x8g_\x8e	30	····*·_\x8U_\x8s_\x8a_\x8g_\x8e
31	····*·_\x8C_\x8o_\x8n_\x8f_\x8i_\x8g_\x8u_\x8r_\x8a_\x8t_\x8i_\x8o_\x8n	31	····*·_\x8C_\x8o_\x8n_\x8f_\x8i_\x8g_\x8u_\x8r_\x8a_\x8t_\x8i_\x8o_\x8n
32	····*·_\x8M_\x8a_\x8r_\x8k_\x8d_\x8o_\x8w_\x8n_\x8·_\x8C_\x8e_\x8l_\x8l_\x8s	32	····*·_\x8M_\x8a_\x8r_\x8k_\x8d_\x8o_\x8w_\x8n_\x8·_\x8C_\x8e_\x8l_\x8l_\x8s


Offset 37, 18 lines modified		Offset 37, 18 lines modified
37	············]	37	············]
38	········},	38	········},
39	········{	39	········{
40	············"cell_type":·"code",	40	············"cell_type":·"code",
41	············"execution_count":·1,	41	············"execution_count":·1,
42	············"metadata":·{	42	············"metadata":·{
43	················"execution":·{	43	················"execution":·{
44	····················"iopub.execute_input":·"2026-01-02T00:00:29.~~935767~~Z",	44	····················"iopub.execute_input":·"2024-11-29T17:44:36.580355Z",
45	····················"iopub.status.busy":·"2026-01-02T00:00:29.~~935070~~Z",	45	····················"iopub.status.busy":·"2024-11-29T17:44:36.579854Z",
46	····················"iopub.status.idle":·"2026-01-02T00:00:30.~~565597~~Z",	46	····················"iopub.status.idle":·"2024-11-29T17:44:38.437600Z",
47	····················"shell.execute_reply":·"2026-01-02T00:00:30.564~~558~~Z"	47	····················"shell.execute_reply":·"2024-11-29T17:44:38.434881Z"
48	················},	48	················},
49	················"nbsphinx-thumbnail":·{	49	················"nbsphinx-thumbnail":·{
50	····················"output-index":·2	50	····················"output-index":·2
51	················}	51	················}
52	············},	52	············},
53	············"outputs":·[	53	············"outputs":·[
54	················{	54	················{


Offset 27, 18 lines modified		Offset 27, 18 lines modified
27	············]	27	············]
28	········},	28	········},
29	········{	29	········{
30	············"cell_type":·"code",	30	············"cell_type":·"code",
31	············"execution_count":·1,	31	············"execution_count":·1,
32	············"metadata":·{	32	············"metadata":·{
33	················"execution":·{	33	················"execution":·{
34	····················"iopub.execute_input":·"2026-01-02T00:00:35.~~494789~~Z",	34	····················"iopub.execute_input":·"2024-11-29T17:44:51.120291Z",
35	····················"iopub.status.busy":·"2026-01-02T00:00:35.~~494344~~Z",	35	····················"iopub.status.busy":·"2024-11-29T17:44:51.119793Z",
36	····················"iopub.status.idle":·"2026-01-02T00:00:35.~~497372~~Z",	36	····················"iopub.status.idle":·"2024-11-29T17:44:51.131218Z",
37	····················"shell.execute_reply":·"2026-01-02T00:00:35.~~496~~838Z"	37	····················"shell.execute_reply":·"2024-11-29T17:44:51.127851Z"
38	················},	38	················},
39	················"nbsphinx":·"hidden"	39	················"nbsphinx":·"hidden"
40	············},	40	············},
41	············"outputs":·[],	41	············"outputs":·[],
42	············"source":·[	42	············"source":·[
43	················"answer·=·6·*·7"	43	················"answer·=·6·*·7"
44	············]	44	············]
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52	············]	52	············]
53	········},	53	········},
54	········{	54	········{
55	············"cell_type":·"code",	55	············"cell_type":·"code",
56	············"execution_count":·2,	56	············"execution_count":·2,
57	············"metadata":·{	57	············"metadata":·{
58	················"execution":·{	58	················"execution":·{
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524	········"0xed~~32c~~d08":·10,	523	········"0xed205d08":·10,
		524	········"0xed2991e0":·9,
525	········"1":·[0,·1,·2,·3,·4,·5,·7,·9,·10,·11,·14,·16,·19,·22,·25,·28,·29,·32,·34],	525	········"1":·[0,·1,·2,·3,·4,·5,·7,·9,·10,·11,·14,·16,·19,·22,·25,·28,·29,·32,·34],
526	········"10":·[0,·3,·10,·22,·28,·34],	526	········"10":·[0,·3,·10,·22,·28,·34],
527	········"100":·3,	527	········"100":·3,
528	········"1000":·[3,·14],	528	········"1000":·[3,·14],
529	········"1001":·[3,·14],	529	········"1001":·[3,·14],
530	········"1002":·[3,·14],	530	········"1002":·[3,·14],
531	········"1003":·[3,·14],	531	········"1003":·[3,·14],