-
Notifications
You must be signed in to change notification settings - Fork 0
/
ExploreContactProbMap_frozen.html
641 lines (630 loc) · 197 KB
/
ExploreContactProbMap_frozen.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Explore Contact Probability Maps</title>
</head>
<body>
<!-- Load require.js. Delete this if your page already loads require.js -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" crossorigin="anonymous"></script>
<script src="https://unpkg.com/@jupyter-widgets/html-manager@^0.18.0/dist/embed-amd.js" crossorigin="anonymous"></script>
<script type="application/vnd.jupyter.widget-state+json">
{
"version_major": 2,
"version_minor": 0,
"state": {
"617e6f500e614556938d8087abe1297a": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"74c7da7314ed4d879c6f9a5bf3934db4": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {}
},
"a14cac5feb3e467e9873865c9487e79a": {
"model_name": "DropdownModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_options_labels": [
"",
"1aps",
"1bf4",
"1shf",
"2ci2",
"2ptl"
],
"description": "Protein ID:",
"index": 3,
"layout": "IPY_MODEL_617e6f500e614556938d8087abe1297a",
"style": "IPY_MODEL_74c7da7314ed4d879c6f9a5bf3934db4"
}
},
"70110f86083349b5b55024dbd1a7c835": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"2a9cee2a1f6d44fcab2d2151fd081a67": {
"model_name": "VBoxModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_a14cac5feb3e467e9873865c9487e79a",
"IPY_MODEL_0dd4c95d3b024ba9b2788ad5af1b3c02"
],
"layout": "IPY_MODEL_70110f86083349b5b55024dbd1a7c835"
}
},
"66780972cec248ecbba482896275b2b6": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"0dd4c95d3b024ba9b2788ad5af1b3c02": {
"model_name": "OutputModel",
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"state": {
"_dom_classes": [],
"layout": "IPY_MODEL_66780972cec248ecbba482896275b2b6",
"outputs": [
{
"output_type": "stream",
"text": "1shf N: 59 M: 324 SC: 93 Rid range: 84 142\nLoading data ... a moment please\nData ready: (59, 59) (59, 59) (59, 59) (59, 59) (59, 59) (59, 59)\n",
"name": "stdout"
},
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 864x288 with 5 Axes>",
"image/png": "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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
}
},
"86287fc389cf4e3882f2da58b7b943ed": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"86126e28c6d34f15bdb980bcd3d8a241": {
"model_name": "SliderStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {}
},
"8b12127322a8434eb1d99c56e498ea57": {
"model_name": "IntSliderModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"description": "Progress Q",
"layout": "IPY_MODEL_86287fc389cf4e3882f2da58b7b943ed",
"max": 10,
"min": 1,
"style": "IPY_MODEL_86126e28c6d34f15bdb980bcd3d8a241",
"value": 3
}
},
"b018b13a74a9462388b4034235c1f9f6": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"d355de1a45384427af6af1dc6d4182a8": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {}
},
"9375328175964123a2e8d44c11bb5090": {
"model_name": "RadioButtonsModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_options_labels": [
"c",
"x",
"r"
],
"description": "ND variant:",
"index": 1,
"layout": "IPY_MODEL_b018b13a74a9462388b4034235c1f9f6",
"style": "IPY_MODEL_d355de1a45384427af6af1dc6d4182a8"
}
},
"4fead6e647464b49976effa8e8873dd1": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"c472fe33e967471eba8bde009aa1a166": {
"model_name": "HBoxModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"children": [
"IPY_MODEL_9375328175964123a2e8d44c11bb5090",
"IPY_MODEL_8b12127322a8434eb1d99c56e498ea57"
],
"layout": "IPY_MODEL_4fead6e647464b49976effa8e8873dd1"
}
},
"a1075128e3eb404a95bce0c9b8566c94": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"1f302a0fc83f483f90ee1fcfab0a458c": {
"model_name": "OutputModel",
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"state": {
"_dom_classes": [],
"layout": "IPY_MODEL_a1075128e3eb404a95bce0c9b8566c94",
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 864x288 with 6 Axes>",
"image/png": "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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
}
},
"575301c1b3154a72a9ff4d9da45ff60a": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"description_width": "initial"
}
},
"2ede6726fed049ca929e2dba876ddcb4": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"9757f2638d3c4504a1907ad67d0e6310": {
"model_name": "RadioButtonsModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_options_labels": [
"SCN",
"PRN"
],
"description": "Contact type",
"index": 0,
"layout": "IPY_MODEL_2ede6726fed049ca929e2dba876ddcb4",
"style": "IPY_MODEL_575301c1b3154a72a9ff4d9da45ff60a"
}
},
"58d8737f6eb84abfaf69ae274aaabe6a": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"ea6f336588044142a8b7142b1ff6047b": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {}
},
"593c794c16154b29bdd9893324b8d452": {
"model_name": "LabelModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"layout": "IPY_MODEL_58d8737f6eb84abfaf69ae274aaabe6a",
"style": "IPY_MODEL_ea6f336588044142a8b7142b1ff6047b",
"value": "TSE contact probability range"
}
},
"7a4e0de58d474500b0854caff6248452": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"description_width": "initial"
}
},
"4a50a5d96f0845678851790f242195ff": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"d4e1d28639f1448383877a8c2dd820e8": {
"model_name": "BoundedFloatTextModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"description": "TSE min prob.:",
"layout": "IPY_MODEL_4a50a5d96f0845678851790f242195ff",
"max": 1.0,
"step": 0.01,
"style": "IPY_MODEL_7a4e0de58d474500b0854caff6248452",
"value": 0.25
}
},
"8e1bc725b2ca45b2ba6608da22e9b64e": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"description_width": "initial"
}
},
"a45f6a16b5544c47b193e80db8748ffa": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"a7336a835b8d459598dddded30ab7cf3": {
"model_name": "BoundedFloatTextModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"description": "TSE max prob.:",
"layout": "IPY_MODEL_a45f6a16b5544c47b193e80db8748ffa",
"max": 1.0,
"step": 0.01,
"style": "IPY_MODEL_8e1bc725b2ca45b2ba6608da22e9b64e",
"value": 1.0
}
},
"4cdb5f7803e74825a46653b885c4073a": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"ed4fe60e1f614c72882b8de2ca9c4a5e": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {}
},
"c6068e6bd68941c39d985a97417faa43": {
"model_name": "LabelModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"layout": "IPY_MODEL_4cdb5f7803e74825a46653b885c4073a",
"style": "IPY_MODEL_ed4fe60e1f614c72882b8de2ca9c4a5e",
"value": "TSE contact separation range"
}
},
"7a17eed1632c41a18aca6d1e86817374": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"description_width": "initial"
}
},
"4c9b721887e049b68ee417f43fe63857": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"f736a0eebdf944ce983858737ad7b6f7": {
"model_name": "BoundedIntTextModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"description": "TSE min sepa.:",
"layout": "IPY_MODEL_4c9b721887e049b68ee417f43fe63857",
"max": 120,
"min": 2,
"style": "IPY_MODEL_7a17eed1632c41a18aca6d1e86817374",
"value": 2
}
},
"c143eb5d6c00461787cc11e6c28c5c8c": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"description_width": "initial"
}
},
"793f2c8e1be44acf81e6bb59c46924fa": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"7c3327f425b74452b00eb94eb7d8ad50": {
"model_name": "BoundedIntTextModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"description": "TSE max sepa.:",
"layout": "IPY_MODEL_793f2c8e1be44acf81e6bb59c46924fa",
"max": 120,
"min": 2,
"style": "IPY_MODEL_c143eb5d6c00461787cc11e6c28c5c8c",
"value": 10
}
},
"7954cea1dfb840929f07c0b94ec898a8": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"4fe571339aca4c0eb117bf4940e4e7b9": {
"model_name": "HBoxModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"children": [
"IPY_MODEL_d4e1d28639f1448383877a8c2dd820e8",
"IPY_MODEL_a7336a835b8d459598dddded30ab7cf3"
],
"layout": "IPY_MODEL_7954cea1dfb840929f07c0b94ec898a8"
}
},
"42a1ef00e52945fb8aa0a703d2b110a7": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"8aa85403e3254093af8883b8fc892e26": {
"model_name": "HBoxModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"children": [
"IPY_MODEL_f736a0eebdf944ce983858737ad7b6f7",
"IPY_MODEL_7c3327f425b74452b00eb94eb7d8ad50"
],
"layout": "IPY_MODEL_42a1ef00e52945fb8aa0a703d2b110a7"
}
},
"20380398c9d54479a0126cc86112639f": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"356888b8539e4076b4ba88ccedb9f3cb": {
"model_name": "VBoxModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"children": [
"IPY_MODEL_9757f2638d3c4504a1907ad67d0e6310",
"IPY_MODEL_593c794c16154b29bdd9893324b8d452",
"IPY_MODEL_4fe571339aca4c0eb117bf4940e4e7b9",
"IPY_MODEL_c6068e6bd68941c39d985a97417faa43",
"IPY_MODEL_8aa85403e3254093af8883b8fc892e26"
],
"layout": "IPY_MODEL_20380398c9d54479a0126cc86112639f"
}
},
"1df4ca4bedd64ef2ab4aa10503b2c37f": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"28b77a6f96cc4ddda151180bd1feb03e": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {}
},
"338c97a5fb094658ae519d18c6c49108": {
"model_name": "LabelModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"layout": "IPY_MODEL_1df4ca4bedd64ef2ab4aa10503b2c37f",
"style": "IPY_MODEL_28b77a6f96cc4ddda151180bd1feb03e",
"value": "Selected TSE contacts"
}
},
"383e2aabbfee4c6d88209180ced407e0": {
"model_name": "DescriptionStyleModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"description_width": "initial"
}
},
"4689a541ddc04b059c392c3c69f951c8": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"51bd982a696343ac9465d058126a35ce": {
"model_name": "DropdownModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_options_labels": [
"0,3",
"9,18",
"10,19",
"11,13",
"11,16",
"11,18",
"12,15",
"17,19",
"23,25",
"25,27",
"27,37",
"28,38",
"29,36",
"30,32",
"31,36",
"32,35",
"33,35",
"34,36",
"37,47",
"38,46",
"38,48",
"39,45",
"39,47",
"40,43",
"40,46",
"42,45",
"45,47",
"47,49",
"50,53",
"51,54",
"52,54"
],
"description": "31 TSE contacts",
"index": 0,
"layout": "IPY_MODEL_4689a541ddc04b059c392c3c69f951c8",
"style": "IPY_MODEL_383e2aabbfee4c6d88209180ced407e0"
}
},
"4e13760da3be4896bc11a12bbd2f496d": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"f734ea8310a649e882521fd058ddd568": {
"model_name": "VBoxModel",
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"children": [
"IPY_MODEL_338c97a5fb094658ae519d18c6c49108",
"IPY_MODEL_51bd982a696343ac9465d058126a35ce"
],
"layout": "IPY_MODEL_4e13760da3be4896bc11a12bbd2f496d"
}
},
"bd2fa11d755b401a85c819103071c366": {
"model_name": "LayoutModel",
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"state": {}
},
"f1cbbf207a334c1e928d3d078ca921fc": {
"model_name": "OutputModel",
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"state": {
"_dom_classes": [],
"layout": "IPY_MODEL_bd2fa11d755b401a85c819103071c366",
"outputs": [
{
"output_type": "stream",
"text": "31 TSE contacts selected\n",
"name": "stdout"
},
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 432x288 with 2 Axes>",
"image/png": "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\n"
},
"metadata": {
"needs_background": "light"
}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 864x288 with 3 Axes>",
"image/png": "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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
}
}
}
}
</script>
<h2>Dashboard to explore contact probability maps. </h2>
<p>This is a frozen view of the dashboard. To interact with the notebook online,
check out the binder link in the Notebooks repo. </p>
<hr style="color:lightgrey;">
<h3>View NS and TSE contact (probability) maps. </h3>
<script type="application/vnd.jupyter.widget-view+json">
{"version_major": 2, "version_minor": 0, "model_id": "a14cac5feb3e467e9873865c9487e79a"}
</script>
<img src="Figures/Figure1_frozen.png" alt="Figure1">
<hr style="color:lightgrey;">
<h3>View ND contact probability maps. </h3>
<script type="application/vnd.jupyter.widget-view+json">
{"version_major": 2, "version_minor": 0, "model_id": "c472fe33e967471eba8bde009aa1a166"}
</script>
<img src="Figures/Figure2_frozen.png" alt="Figure2">
<hr style="color:lightgrey;">
<h3>Select contacts by TSE probability and sequence separation range. </h3>
<script type="application/vnd.jupyter.widget-view+json">
{"version_major": 2, "version_minor": 0, "model_id": "356888b8539e4076b4ba88ccedb9f3cb"}
</script>
<img src="Figures/Figure3_frozen.png" alt="Figure3">
<br><img src="Figures/Figure4_frozen.png" alt="Figure4">
<hr style="color:lightgrey;">
<h3>Explore ND probability of selected contacts.</h3>
Hover over points in the plot to obtain contact, probability and Q. Online only.
<hr style="color:lightgrey;">
<h3>Probe ND probability of a selected contact. </h3>
<script type="application/vnd.jupyter.widget-view+json">
{"version_major": 2, "version_minor": 0, "model_id": "f734ea8310a649e882521fd058ddd568"}
</script>
<img src="Figures/Figure6_frozen.png" alt="Figure6">
<p></p>
<p></p>
</body>
</html>