-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathindex.html
713 lines (690 loc) · 52.6 KB
/
index.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
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Signal Processing Toolkit - Documentation! — Documentation</title>
<link rel="stylesheet" type="text/css" href="_static/pygments.css" />
<link rel="stylesheet" type="text/css" href="_static/nature.css" />
<link rel="stylesheet" type="text/css" href="_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
<script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
<script src="_static/jquery.js"></script>
<script src="_static/underscore.js"></script>
<script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
<script src="_static/doctools.js"></script>
<script src="_static/sphinx_highlight.js"></script>
<script src="_static/design-tabs.js"></script>
<link rel="search" type="application/opensearchdescription+xml"
title="Search within Documentation"
href="_static/opensearch.xml"/>
<link rel="shortcut icon" href="_static/spkitlogo7.ico"/>
<link rel="index" title="Index" href="genindex.html" />
<link rel="search" title="Search" href="search.html" />
<link rel="next" title="Getting Started" href="docs/installation.html" />
<meta http-equiv="X-UA-Compatible" content="IE=Edge" />
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>SpKit — Signal Processing Toolkit</title>
<link rel="stylesheet" href="_static/css/nature1.css" type="text/css" />
<link rel="stylesheet" href="_static/css/pygments.css" type="text/css" />
<link rel="stylesheet" href="_static/css/gallery.css" type="text/css" />
<script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/js/documentation_options.js"></script>
<script type="text/javascript" src="_static/js/jquery.js"></script>
<script type="text/javascript" src="_static/js/underscore.js"></script>
<script type="text/javascript" src="_static/js/doctools.js"></script>
<script type="text/javascript" src="_static/js/copybutton.js"></script>
<link rel="shortcut icon" href="_static/logo/spkit.ico"/>
<meta content="True" name="HandheldFriendly">
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=0">
<meta name="keywords" content="signal processing, machine learning, wavelet analysis, information theory">
<script type="text/javascript">
function updateTopMenuPosition(height, width) {
if($(window).scrollTop() > height && $(window).outerWidth() > 1024) {
//begin to scroll
$('.related-wrapper').css("z-index", 1000)
$('.related-wrapper').css("position", "sticky")
$('.related-wrapper').css("top", 0)
$('.related-wrapper').css("width", width)
} else {
//lock it back into place
$('.related-wrapper').css("position", "relative")
$('.related-wrapper').css("top", 0)
}
}
$(function() {
var banner_height = $('#logo-banner').outerHeight()
var banner_width = $('#logo-banner').outerWidth()
var width = $('.related-wrapper').css("height", $('.related').outerHeight())
updateTopMenuPosition(banner_height, width)
$(window).scroll(function(event) {
updateTopMenuPosition(banner_height, width)
});
$(window).resize(function(event) {
var banner_width = $('#logo-banner').outerWidth()
var menu_height = $('.related').outerHeight()
$('.related').css("width", banner_width)
$('.related-wrapper').css("height", menu_height)
updateTopMenuPosition(banner_height, width)
})
});
</script>
<!-- <script type="text/javascript" src="assets/js/jquery.jcarousel.min.js"></script>
<script type="text/javascript">
(function($) {
$(function() {
$('.jcarousel').jcarousel();
$('.jcarousel-control-prev')
.on('active.jcarouselcontrol', function() {
$(this).removeClass('inactive');
})
.on('inactive.jcarouselcontrol', function() {
$(this).addClass('inactive');
})
.jcarouselControl({
target: '-=1'
});
$('.jcarousel-control-next')
.on('active.jcarouselcontrol', function() {
$(this).removeClass('inactive');
})
.on('inactive.jcarouselcontrol', function() {
$(this).addClass('inactive');
})
.jcarouselControl({
target: '+=1'
});
$('.jcarousel-pagination')
.on('active.jcarouselpagination', 'a', function() {
$(this).addClass('active');
})
.on('inactive.jcarouselpagination', 'a', function() {
$(this).removeClass('active');
})
.jcarouselPagination();
});
})(jQuery);
</script> -->
<!-- Global site tag (gtag.js) - Google Analytics -->
<div id="logo-banner">
<div class="logo">
<a href="https://spkit.github.io"><img src="_static/logo/logo.png" alt="spkit logo" border="0" /></a>
</div>
<div class="tags">
<ul>
<li>◈ Simple and easy to use toolkit for signal processing</li>
<li>◈ Includes basic machine learning models with visualization</li>
<li>◈ Open source</li>
</ul>
</div>
<div class="banner">
<h2>Signal Processing Toolkit</h2>
<h4><i>Simple and easy to use for predictive analysis</i></h4>
</div>
</div>
<div class=related-wrapper>
<div class="related" role="navigation" aria-label="related navigation">
<ul>
<li><a href="https://spkit.github.io">Home</a> | </li>
<li><a href="https://spkit.github.io/userguide">User Guide</a> | </li>
<li><a href="https://spkit.github.io/docs">Documentation</a> | </li>
<li><a href="https://spkit.github.io/examples">Examples</a> | </li>
<li><a href="https://spkit.github.io/tutorials">Tutorials</a> | </li>
<li><a href="https://spkit.github.io/updates">Updates</a> | </li>
<li><a href="https://spkit.github.io/about">About</a> | </li>
<li class="right" style="margin-right: 20px"><a href="#">Back to top</a> | </li>
<li class="right"><a href="./py-modindex.html" title="Python Modele Index">module</a> | </li>
<li class="right"><a href="./genindex.html" title="General Index" accesskey="I">index</a> | </li>
</ul>
</div>
</div>
<link href="_static/style.css" rel="stylesheet" type="text/css">
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-59299155-3"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'UA-59299155-3');
</script>
</head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
<li class="right" style="margin-right: 10px">
<a href="genindex.html" title="General Index"
accesskey="I">index</a></li>
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
<li class="right" >
<a href="docs/installation.html" title="Getting Started"
accesskey="N">next</a> |</li>
<li class="nav-item nav-item-0"><a href="#">Documentation</a> »</li>
<li class="nav-item nav-item-this"><a href="">Signal Processing Toolkit - Documentation!</a></li>
</ul>
</div>
<div class="document">
<div class="documentwrapper">
<div class="bodywrapper">
<div class="body" role="main">
<div class="section" id="signal-processing-toolkit-documentation">
<h1>Signal Processing Toolkit - Documentation!<a class="headerlink" href="#signal-processing-toolkit-documentation" title="Permalink to this heading">¶</a></h1>
<img alt="https://raw.githubusercontent.com/Nikeshbajaj/spkit/master/figures/cwt_ex0.jpg" src="https://raw.githubusercontent.com/Nikeshbajaj/spkit/master/figures/cwt_ex0.jpg" />
<p>—</p>
<a class="reference external image-reference" href="https://pypi.python.org/pypi/spkit"><img alt="CircleCI" src="https://img.shields.io/circleci/build/github/Nikeshbajaj/spkit" /></a>
<a class="reference external image-reference" href="https://spkit.readthedocs.io/en/latest/"><img alt="Documentation Status" src="https://readthedocs.org/projects/spkit/badge/?version=latest" /></a>
<a class="reference external image-reference" href="https://pypi.python.org/pypi/spkit"><img alt="PyPI" src="https://img.shields.io/pypi/v/spkit?style=plastic" /></a>
<a class="reference external image-reference" href="https://pepy.tech/project/spkit"><img alt="https://static.pepy.tech/personalized-badge/spkit?period=total&units=international_system&left_color=black&right_color=blue&left_text=downloads" src="https://static.pepy.tech/personalized-badge/spkit?period=total&units=international_system&left_color=black&right_color=blue&left_text=downloads" /></a>
<a class="reference external image-reference" href="https://pypi.python.org/pypi/spkit"><img alt="PyPI - Downloads" src="https://img.shields.io/pypi/dm/spkit" /></a>
<a class="reference external image-reference" href="https://github.com/Nikeshbajaj/spkit"><img alt="GitHub" src="https://img.shields.io/github/license/Nikeshbajaj/spkit" /></a>
<p>—</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>Version Info
Version: 0.0.9.4 | Released on 01/01/2022</p>
</div>
<div class="section" id="getting-started">
<h2>Getting started<a class="headerlink" href="#getting-started" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/installation.html">Getting Started</a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/installation.html#installation"><strong>Installation</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/installation.html#helpful-links"><strong>Helpful Links:</strong></a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="information-theory">
<h2>Information Theory<a class="headerlink" href="#information-theory" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/informationtheory.html">Information Theory for Real-Valued signals</a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/informationtheory.html#entropy-of-real-valued-signal-iid"><strong>Entropy of real-valued signal (~ IID)</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#shannan-entropy">Shannan entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#renyi-entropy">Rényi entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#mutual-information">Mutual Information</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#joint-entropy">Joint Entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#conditional-entropy">Conditional entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#cross-entropy">Cross entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#kullbackleibler-divergence">Kullback–Leibler divergence</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/informationtheory.html#entropy-of-real-valued-signal-non-iid"><strong>Entropy of real-valued signal (~ non-IID)</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#spectral-entropy">Spectral Entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#approximate-entropy">Approximate Entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#sample-entropy">Sample Entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#approximate-entropy-vs-sample-entropy"><strong>Approximate Entropy Vs Sample Entropy</strong></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#singular-value-decomposition-entropy">Singular Value Decomposition Entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#permutation-entropy">Permutation Entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#dispersion-entropy"><strong>Dispersion Entropy</strong></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/informationtheory.html#examples-with-eeg-signal"><strong>Examples with EEG Signal</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#single-channel">Single Channel</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/informationtheory.html#multi-channels-cross">Multi-Channels (cross)</a></li>
</ul>
</li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="dispersion-entropy-time-series-physiological-signals">
<h2>Dispersion Entropy (time-series, physiological signals)<a class="headerlink" href="#dispersion-entropy-time-series-physiological-signals" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/dispersion_entropy.html"><strong>Dispersion Entropy</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/dispersion_entropy.html#background">Background</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/dispersion_entropy.html#an-example">An Example</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/dispersion_entropy.html#embedding-dimension-4">Embedding dimension 4</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/dispersion_entropy.html#dispersion-entropy-with-sliding-window">Dispersion Entropy with sliding window</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/dispersion_entropy.html#dispersion-entropy-multiscale">Dispersion Entropy multiscale</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/dispersion_entropy.html#mltiscale-refined-dispersion-entropy">Mltiscale-refined Dispersion Entropy</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/dispersion_entropy.html#id1">View in Jupyter-Notebook for details</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="eeg-artifact-removal-algorithms">
<h2>EEG Artifact Removal Algorithms<a class="headerlink" href="#eeg-artifact-removal-algorithms" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/atar_algo.html"><strong>ATAR - Automatic and Tunable Artifact Removal Algorithm for EEG</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/atar_algo.html#notebook">Notebook</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/atar_algo.html#soft-thresholding-0-1-a-quick-example">(1) Soft Thresholding (𝛽=0.1) - a quick example</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/atar_algo.html#linear-attenuation">(2) Linear Attenuation</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/atar_algo.html#elimination">(3) Elimination</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/atar_algo.html#tuning-with-soft-controlling-the-aggressiveness">Tuning 𝛽 with ‘soft’ : Controlling the aggressiveness</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/atar_algo.html#tuning-with-elim">Tuning 𝛽 with ‘elim’</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/atar_algo.html#tuning-with-linatten">Tuning 𝛽 with ‘linAtten’</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/atar_algo.html#other-settings">Other settings</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="docs/ica_artifact_algo.html"><strong>Blind Source Separation - ICA Based Artifact Removal</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/ica_artifact_algo.html#notebook">Notebook</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/ica_artifact_algo.html#a-quick-example">A quick example</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/ica_artifact_algo.html#with-smaller-segment">With smaller segment</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="complex-continuous-wavelet-transform">
<h2>Complex Continuous Wavelet Transform<a class="headerlink" href="#complex-continuous-wavelet-transform" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/cwt.html"><strong>Complex Wavelets</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/cwt.html#notebook">Notebook</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/cwt.html#a-quick-example-to-compare-different-wavelets">A quick example to compare different wavelets</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/cwt.html#gauss-wavelet"><strong>Gauss wavelet</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#plot-wavelet-functions">Plot wavelet functions</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#with-a-range-of-scale-parameters">With a range of scale parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#signal-analysis-eeg">Signal Analysis - EEG</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#scalogram-with-default-parameters">Scalogram with default parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#with-a-range-of-frequency-and-q">With a range of frequency and Q</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#with-a-plot-of-analysis-wavelets">With a plot of analysis wavelets</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#speech">Speech</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#audio">Audio</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/cwt.html#morlet-wavelet"><strong>Morlet wavelet</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/cwt.html#gabor-wavelet"><strong>Gabor wavelet</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/cwt.html#poisson-wavelet"><strong>Poisson wavelet</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#type-1-n">#Type 1 (n)</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#type-2">#Type 2</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/cwt.html#type-3-n">#Type 3 (n)</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/cwt.html#maxican-wavelet"><strong>Maxican wavelet</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/cwt.html#shannon-wavelet"><strong>Shannon wavelet</strong></a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="ramanujan-filter-banks-for-period-estimation">
<h2>Ramanujan Filter Banks for Period Estimation<a class="headerlink" href="#ramanujan-filter-banks-for-period-estimation" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/ramanujam_methods.html"><strong>Ramanujan Filter Banks</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/ramanujam_methods.html#period-estimation-using-rfb-spkit-version-0-0-9-4">Period estimation using RFB - (spkit version 0.0.9.4)</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/ramanujam_methods.html#single-pattern-with-period-of-10">Single pattern with period of 10</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/ramanujam_methods.html#multiple-pattern-with-periods-of-3-7-and-10">Multiple pattern with periods of 3,7 and 10</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="analysis-and-synthesis-models">
<h2>Analysis and Synthesis Models<a class="headerlink" href="#analysis-and-synthesis-models" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/analysis_synthesis_models.html"><strong>Analysis and Synthesis Models</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/analysis_synthesis_models.html#dft-analysis-and-synthesis"><strong>DFT: Analysis and Synthesis</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#analysis-and-synthesis">Analysis and Synthesis</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#plot-figures">Plot figures</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#effect-of-windowing">Effect of windowing</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#no-windowing">No windowing</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id1">View in Jupyter-Notebook</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/analysis_synthesis_models.html#stft-analysis-and-synthesis"><strong>STFT: Analysis and Synthesis</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id2">Analysis and Synthesis</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id3">Plot figures:</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id5">View in Jupyter-Notebook</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/analysis_synthesis_models.html#frft-fractional-fourier-transform"><strong>FRFT: Fractional Fourier Transform</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id6">Analysis and Synthesis</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id7">Plot figures</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id8">View in Jupyter-Notebook-1</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id10">View in Jupyter-Notebook-2</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/analysis_synthesis_models.html#sinusoidal-model-analysis-and-synthesis"><strong>Sinusoidal Model: Analysis and Synthesis</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id12">Analysis and Synthesis</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#plots">Plots</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#residual">Residual</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#audio-output">Audio output</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id16">View in Jupyter-Notebook-1</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/analysis_synthesis_models.html#id18">View in Jupyter-Notebook-2</a></li>
</ul>
</li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="dft-and-stft-for-analysis-and-synthesis-of-signals">
<h2>DFT and STFT for Analysis and Synthesis of signals<a class="headerlink" href="#dft-and-stft-for-analysis-and-synthesis-of-signals" title="Permalink to this heading">¶</a></h2>
<p>#TODO</p>
</div>
<div class="section" id="fractional-fourier-transform">
<h2>Fractional Fourier Transform<a class="headerlink" href="#fractional-fourier-transform" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/fractional_fourier.html"><strong>Fractional Fourier Transform</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/fractional_fourier.html#id1">View in Jupyter-Notebook</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/fractional_fourier.html#id2"><strong>Fractional Fourier Transform</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/fractional_fourier.html#fast-fractional-fourier-transform">Fast Fractional Fourier Transform</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="filtering">
<h2>Filtering<a class="headerlink" href="#filtering" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/filtering.html"><strong>Signal Filtering</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/filtering.html#removing-dc-component-removing-drift-using-iir">Removing DC component (removing drift) - using IIR</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/filtering.html#removing-dc-component-removing-drift-using-savitzky-golay-filter">Removing DC component (removing drift) - using Savitzky-Golay filter</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/filtering.html#filtering-frequency-components-using-iir-butterworth-filter">Filtering frequency components - using IIR (butterworth) filter</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/filtering.html#wavelet-filtering"><strong>Wavelet Filtering</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/filtering.html#wavelet-filtering-on-smaller-windows">Wavelet Filtering - on smaller windows</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="wavelet-filtering">
<h2>Wavelet Filtering<a class="headerlink" href="#wavelet-filtering" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/wavelet_filtering.html"><strong>Wavelet Filtering</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/wavelet_filtering.html#background"><strong>Background</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/wavelet_filtering.html#example">Example</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/wavelet_filtering.html#id1">View in Jupyter-Notebook for details and more examples</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="independent-component-analysis">
<h2>Independent Component Analysis<a class="headerlink" href="#independent-component-analysis" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/ica.html"><strong>Independent Component Analysis - ICA</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/ica.html#id1">View in Jupyter-Notebook</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="eeg-topographic-maps-spatio-temporal-spectral">
<h2>EEG Topographic Maps (Spatio-Temporal/Spectral)<a class="headerlink" href="#eeg-topographic-maps-spatio-temporal-spectral" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/eeg_topog.html"><strong>EEG Topographic Maps</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/eeg_topog.html#spatio-temporal-map"><strong>Spatio-Temporal Map</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/eeg_topog.html#spatio-spectral-map"><strong>Spatio-Spectral Map</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/eeg_topog.html#spatio-spectro-temporal-map"><strong>Spatio-Spectro-Temporal Map</strong></a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="machine-learning">
<h2>Machine Learning<a class="headerlink" href="#machine-learning" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/machinelearning.html"><strong>Machine Learning</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/machinelearning.html#new-updates">New Updates</a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/machinelearning.html#id1">Decision Tree - View Notebooks</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/machinelearning.html#logistic-regression"><strong>Logistic Regression</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/machinelearning.html#id2">View more examples in Notebooks</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/machinelearning.html#binary-class"><strong>Binary Class</strong></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/machinelearning.html#multi-class-with-polynomial-features"><strong>Multi Class - with polynomial features</strong></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/machinelearning.html#naive-bayes"><strong>Naive Bayes</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/machinelearning.html#id4">View more examples in Notebooks</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/machinelearning.html#decision-trees"><strong>Decision Trees</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/machinelearning.html#id6">View more examples in Notebooks</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/machinelearning.html#depth-analysis"><strong>Depth Analysis</strong></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/machinelearning.html#plottng-tree-while-training"><strong>Plottng tree while training</strong></a></li>
</ul>
</li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="basic-utilities">
<h2>Basic-utilities<a class="headerlink" href="#basic-utilities" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/basic.html">Periodogram</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/basic.html#a-quick-stats-of-an-array">A quick stats of an array</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/basic.html#compute-statistical-outliers">Compute statistical outliers</a></li>
</ul>
</div>
</div>
<div class="section" id="lfsr">
<h2>LFSR<a class="headerlink" href="#lfsr" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/pylfsr.html"><strong>LFSR: pylfsr documentation</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/pylfsr.html#id1">Check out full documentation of LFSR**</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/pylfsr.html#example-5-bit-lfsr-with-x-5-x-2-1">Example: 5 bit LFSR with x^5 + x^2 + 1</a></li>
<li class="toctree-l2"><a class="reference internal" href="docs/pylfsr.html#id3">Check out full documentation of LFSR**</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="api-doc">
<h2>API Doc<a class="headerlink" href="#api-doc" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/api.html">API docs</a><ul>
<li class="toctree-l2"><a class="reference internal" href="docs/api.html#entropy-functions">Entropy Functions</a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.entropy"><code class="docutils literal notranslate"><span class="pre">entropy()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.mutual_Info"><code class="docutils literal notranslate"><span class="pre">mutual_Info()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.dispersion_entropy"><code class="docutils literal notranslate"><span class="pre">dispersion_entropy()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.dispersion_entropy_multiscale_refined"><code class="docutils literal notranslate"><span class="pre">dispersion_entropy_multiscale_refined()</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/api.html#information-theory-module">Information Theory Module</a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#information-theory-techniques">Information Theory techniques</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.A_law"><code class="docutils literal notranslate"><span class="pre">A_law()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.Mu_law"><code class="docutils literal notranslate"><span class="pre">Mu_law()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.Quantize"><code class="docutils literal notranslate"><span class="pre">Quantize()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.TD_Embed"><code class="docutils literal notranslate"><span class="pre">TD_Embed()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.binSize_FD"><code class="docutils literal notranslate"><span class="pre">binSize_FD()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.bin_width"><code class="docutils literal notranslate"><span class="pre">bin_width()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.entropy"><code class="docutils literal notranslate"><span class="pre">entropy()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.entropy_approx"><code class="docutils literal notranslate"><span class="pre">entropy_approx()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.entropy_cond"><code class="docutils literal notranslate"><span class="pre">entropy_cond()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.entropy_cross"><code class="docutils literal notranslate"><span class="pre">entropy_cross()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.entropy_joint"><code class="docutils literal notranslate"><span class="pre">entropy_joint()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.entropy_kld"><code class="docutils literal notranslate"><span class="pre">entropy_kld()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.entropy_permutation"><code class="docutils literal notranslate"><span class="pre">entropy_permutation()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.entropy_sample"><code class="docutils literal notranslate"><span class="pre">entropy_sample()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.entropy_spectral"><code class="docutils literal notranslate"><span class="pre">entropy_spectral()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.entropy_svd"><code class="docutils literal notranslate"><span class="pre">entropy_svd()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.mutual_Info"><code class="docutils literal notranslate"><span class="pre">mutual_Info()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.plotJointEntropyXY"><code class="docutils literal notranslate"><span class="pre">plotJointEntropyXY()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.core.infotheory.quantize_FD"><code class="docutils literal notranslate"><span class="pre">quantize_FD()</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/api.html#wavelet-analysis">Wavelet Analysis</a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.cwt.ScalogramCWT"><code class="docutils literal notranslate"><span class="pre">ScalogramCWT()</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/api.html#analysis-synthesis-models">Analysis & Synthesis Models</a><ul>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.dft_analysis"><code class="docutils literal notranslate"><span class="pre">dft_analysis()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.dft_synthesis"><code class="docutils literal notranslate"><span class="pre">dft_synthesis()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.stft_analysis"><code class="docutils literal notranslate"><span class="pre">stft_analysis()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.stft_synthesis"><code class="docutils literal notranslate"><span class="pre">stft_synthesis()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.sineModel_analysis"><code class="docutils literal notranslate"><span class="pre">sineModel_analysis()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.sineModel_synthesis"><code class="docutils literal notranslate"><span class="pre">sineModel_synthesis()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.frft"><code class="docutils literal notranslate"><span class="pre">frft()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.ifrft"><code class="docutils literal notranslate"><span class="pre">ifrft()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.ffrft"><code class="docutils literal notranslate"><span class="pre">ffrft()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.iffrft"><code class="docutils literal notranslate"><span class="pre">iffrft()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.RFB"><code class="docutils literal notranslate"><span class="pre">RFB()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.RFB_prange"><code class="docutils literal notranslate"><span class="pre">RFB_prange()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.Create_Dictionary"><code class="docutils literal notranslate"><span class="pre">Create_Dictionary()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.PeriodStrength"><code class="docutils literal notranslate"><span class="pre">PeriodStrength()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.RFB_example_1"><code class="docutils literal notranslate"><span class="pre">RFB_example_1()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.RFB_example_2"><code class="docutils literal notranslate"><span class="pre">RFB_example_2()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.filterDC"><code class="docutils literal notranslate"><span class="pre">filterDC()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.filterDC_sGolay"><code class="docutils literal notranslate"><span class="pre">filterDC_sGolay()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.filter_X"><code class="docutils literal notranslate"><span class="pre">filter_X()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.eeg.ATAR"><code class="docutils literal notranslate"><span class="pre">ATAR()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.eeg.ATAR_1Ch"><code class="docutils literal notranslate"><span class="pre">ATAR_1Ch()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.eeg.ATAR_mCh"><code class="docutils literal notranslate"><span class="pre">ATAR_mCh()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.eeg.ICA_filtering"><code class="docutils literal notranslate"><span class="pre">ICA_filtering()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.eeg.ICAremoveArtifact"><code class="docutils literal notranslate"><span class="pre">ICAremoveArtifact()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.ml.LR"><code class="docutils literal notranslate"><span class="pre">LR()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.ml.LogisticRegression"><code class="docutils literal notranslate"><span class="pre">LogisticRegression()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.ml.NaiveBayes"><code class="docutils literal notranslate"><span class="pre">NaiveBayes()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.ml.ClassificationTree"><code class="docutils literal notranslate"><span class="pre">ClassificationTree()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/api.html#spkit.ml.RegressionTree"><code class="docutils literal notranslate"><span class="pre">RegressionTree()</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/api.html#list-of-all-functions">List of all functions</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="changelog">
<h2>ChangeLog<a class="headerlink" href="#changelog" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/changelog.html">ChangeLog</a></li>
</ul>
</div>
</div>
<div class="section" id="index-list">
<h2>Index List<a class="headerlink" href="#index-list" title="Permalink to this heading">¶</a></h2>
<p>List</p>
<div class="toctree-wrapper compound" id="mastertoc">
<p class="caption" role="heading"><span class="caption-text">Table of Contents</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/Examples.html"><strong>Examples</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/analysis_synthesis_models.html"><strong>Analysis and Synthesis Models</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/api.html">API docs</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/atar_algo.html"><strong>ATAR - Automatic and Tunable Artifact Removal Algorithm for EEG</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/basic.html">Periodogram</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/basic.html#a-quick-stats-of-an-array">A quick stats of an array</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/basic.html#compute-statistical-outliers">Compute statistical outliers</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/changelog.html">ChangeLog</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/contacts.html">Contacts</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/cwt.html"><strong>Complex Wavelets</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/dispersion_entropy.html"><strong>Dispersion Entropy</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/eeg_topog.html"><strong>EEG Topographic Maps</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/filtering.html"><strong>Signal Filtering</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/fractional_fourier.html"><strong>Fractional Fourier Transform</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/ica.html"><strong>Independent Component Analysis - ICA</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/ica_artifact_algo.html"><strong>Blind Source Separation - ICA Based Artifact Removal</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/informationtheory.html">Information Theory for Real-Valued signals</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/installation.html">Getting Started</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/machinelearning.html"><strong>Machine Learning</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/pylfsr.html"><strong>LFSR: pylfsr documentation</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/ramanujam_methods.html"><strong>Ramanujan Filter Banks</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/sinasodal_model.html">Sinasodal Model: Analysis and Synthesis Models</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/sinasodal_model.html#analysis-and-synthesis-models">Analysis and Synthesis Models</a></li>
<li class="toctree-l1"><a class="reference internal" href="docs/wavelet_filtering.html"><strong>Wavelet Filtering</strong></a></li>
</ul>
</div>
</div>
<div class="section" id="contacts">
<h2>Contacts<a class="headerlink" href="#contacts" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="docs/contacts.html">Contacts</a></li>
</ul>
</div>
</div>
</div>
<div class="clearer"></div>
</div>
</div>
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
<div>
<h3><a href="#">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">Signal Processing Toolkit - Documentation!</a><ul>
<li><a class="reference internal" href="#getting-started">Getting started</a></li>
<li><a class="reference internal" href="#information-theory">Information Theory</a></li>
<li><a class="reference internal" href="#dispersion-entropy-time-series-physiological-signals">Dispersion Entropy (time-series, physiological signals)</a></li>
<li><a class="reference internal" href="#eeg-artifact-removal-algorithms">EEG Artifact Removal Algorithms</a></li>
<li><a class="reference internal" href="#complex-continuous-wavelet-transform">Complex Continuous Wavelet Transform</a></li>
<li><a class="reference internal" href="#ramanujan-filter-banks-for-period-estimation">Ramanujan Filter Banks for Period Estimation</a></li>
<li><a class="reference internal" href="#analysis-and-synthesis-models">Analysis and Synthesis Models</a></li>
<li><a class="reference internal" href="#dft-and-stft-for-analysis-and-synthesis-of-signals">DFT and STFT for Analysis and Synthesis of signals</a></li>
<li><a class="reference internal" href="#fractional-fourier-transform">Fractional Fourier Transform</a></li>
<li><a class="reference internal" href="#filtering">Filtering</a></li>
<li><a class="reference internal" href="#wavelet-filtering">Wavelet Filtering</a></li>
<li><a class="reference internal" href="#independent-component-analysis">Independent Component Analysis</a></li>
<li><a class="reference internal" href="#eeg-topographic-maps-spatio-temporal-spectral">EEG Topographic Maps (Spatio-Temporal/Spectral)</a></li>
<li><a class="reference internal" href="#machine-learning">Machine Learning</a></li>
<li><a class="reference internal" href="#basic-utilities">Basic-utilities</a></li>
<li><a class="reference internal" href="#lfsr">LFSR</a></li>
<li><a class="reference internal" href="#api-doc">API Doc</a></li>
<li><a class="reference internal" href="#changelog">ChangeLog</a></li>
<li><a class="reference internal" href="#index-list">Index List</a></li>
<li><a class="reference internal" href="#contacts">Contacts</a></li>
</ul>
</li>
</ul>
</div>
<div>
<h4>Next topic</h4>
<p class="topless"><a href="docs/installation.html"
title="next chapter">Getting Started</a></p>
</div><div>
<h3>Quick links</h3>
<ul>
<li><a href="https://spkit.github.io"><img src="_static/spkitlogo5.png" height="16" width="16" alt="" /> Homepage</a></li>
<li><a href="https://github.com/Nikeshbajaj/spkit/fork"><img src="_static/github_logo1.png" height="16" width="16" alt="" /> Fork me on Github</a></li>
<li><a href="https://groups.google.com/g/spkit"><img src="_static/comments_2.png" height="16" width="16" alt="" /> Discussion Group</a></li>
<li><a href="https://spkit.github.io/examples/"><img src="_static/spkitlogo6.png" height="16" width="16" alt="" /> Examples Gellary</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
<h3 id="searchlabel">Quick search</h3>
<div class="searchformwrapper">
<form class="search" action="search.html" method="get">
<input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
<input type="submit" value="Go" />
</form>
</div>
</div>
<script>document.getElementById('searchbox').style.display = "block"</script>
</div>
</div>
<div class="clearer"></div>
</div>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
<li class="right" style="margin-right: 10px">
<a href="genindex.html" title="General Index"
>index</a></li>
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
<li class="right" >
<a href="docs/installation.html" title="Getting Started"
>next</a> |</li>
<li class="nav-item nav-item-0"><a href="#">Documentation</a> »</li>
<li class="nav-item nav-item-this"><a href="">Signal Processing Toolkit - Documentation!</a></li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019-2022, Nikesh Bajaj.
Last updated on Nov 13, 2022.
Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
</div>
</body>
</html>