PageSourceSearch

https://int8.io/about/

html int8.io collected 2026-09-25 15:18:48 UTC 40,393 bytes, 4,350 lines download raw bytes

1<!doctype html>
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16<!-- `site.alt_lang` can specify a language different from the UI -->
17<html lang="en" >
18  <head>
19  <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
20  <meta
21    name="theme-color"
22    media="(prefers-color-scheme: light)"
23    content="#f7f7f7"
24  />
25  <meta
26    name="theme-color"
27    media="(prefers-color-scheme: dark)"
28    content="#1b1b1e"
29  />
30  <meta name="mobile-web-app-capable" content="yes" />
31  <meta
32    name="apple-mobile-web-app-status-bar-style"
33    content="black-translucent"
34  />
35  <meta
36    name="viewport"
37    content="width=device-width, user-scalable=no initial-scale=1, shrink-to-fit=no, viewport-fit=cover"
38  /><!-- Setup Open Graph image -->
39   <!-- Begin Jekyll SEO tag v2.8.0 -->
40<meta name="generator" content="Jekyll v4.4.1" />
41<meta property="og:title" content="About me" />
42<meta property="og:locale" content="en" />
43<meta name="description" content="I am a Machine Learning Engineer with very strong Software Development skills. I have 12 years of professional experience that covers building machine learning models, coding them efficiently, and deploying to production. I have experience in various domains: starting from Fintech where I worked on credit scoring and fraud detection, through search/recommendation engines enhancement with Natural Language Processing, to Aquaculture where I worked with massive amounts of temporal data produced by IoT devices." />
44<meta property="og:description" content="I am a Machine Learning Engineer with very strong Software Development skills. I have 12 years of professional experience that covers building machine learning models, coding them efficiently, and deploying to production. I have experience in various domains: starting from Fintech where I worked on credit scoring and fraud detection, through search/recommendation engines enhancement with Natural Language Processing, to Aquaculture where I worked with massive amounts of temporal data produced by IoT devices." />
45<link rel="canonical" href="https://int8.io/about/" />
46<meta property="og:url" content="https://int8.io/about/" />
47<meta property="og:site_name" content="Int8" />
48<meta property="og:type" content="article" />
49<meta property="article:published_time" content="2026-03-09T12:20:58+01:00" />
50<meta name="twitter:card" content="summary" />
51<meta property="twitter:title" content="About me" />
52<meta name="twitter:site" content="@kczarnogorski" />
53<script type="application/ld+json">
54{"@context":"https://schema.org","@type":"WebSite","dateModified":"2026-03-09T12:20:58+01:00","datePublished":"2026-03-09T12:20:58+01:00","description":"I am a Machine Learning Engineer with very strong Software Development skills. I have 12 years of professional experience that covers building machine learning models, coding them efficiently, and deploying to production. I have experience in various domains: starting from Fintech where I worked on credit scoring and fraud detection, through search/recommendation engines enhancement with Natural Language Processing, to Aquaculture where I worked with massive amounts of temporal data produced by IoT devices.","headline":"About me","name":"Kamil","sameAs":["https://x.com/kczarnogorski","https://github.com/int8"],"url":"https://int8.io/about/"}</script>
54
55<!-- End Jekyll SEO tag -->
56
57  <title>About me | Int8
58  </title>
59
60  <!--
61  The Favicons for Web, Android, Microsoft, and iOS (iPhone and iPad) Apps
62  Generated by: https://realfavicongenerator.net/
63-->
64
65
66
67<link rel="apple-touch-icon" sizes="180x180" href="/assets/img/favicons/apple-touch-icon.png">
68<link rel="icon" type="image/png" sizes="32x32" href="/assets/img/favicons/favicon-32x32.png">
69<link rel="icon" type="image/png" sizes="16x16" href="/assets/img/favicons/favicon-16x16.png">
70
71  <link rel="manifest" href="/assets/img/favicons/site.webmanifest">
72
73<link rel="shortcut icon" href="/assets/img/favicons/favicon.ico">
74<meta name="apple-mobile-web-app-title" content="Int8">
75<meta name="application-name" content="Int8">
76<meta name="msapplication-TileColor" content="#da532c">
77<meta name="msapplication-config" content="/assets/img/favicons/browserconfig.xml">
78<meta name="theme-color" content="#ffffff">
79
80
81  <!-- Resource Hints -->
82     <link
83  rel="preconnect" href="https://fonts.googleapis.com" >  <link
84  rel="dns-prefetch" href="https://fonts.googleapis.com" >    <link
85  rel="preconnect" href="https://fonts.gstatic.com" crossorigin>  <link
86  rel="dns-prefetch" href="https://fonts.gstatic.com" >    <link
87  rel="preconnect" href="https://cdn.jsdelivr.net" >  <link
88  rel="dns-prefetch" href="https://cdn.jsdelivr.net" >   
89
90  <link rel="stylesheet" href="/assets/css/custom.css" />
91
92  <!-- Bootstrap -->
93  
94  <link
95    rel="stylesheet"
96    href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css"
97  />
98  
99
100  <!-- Theme style -->
101  <link
102    rel="stylesheet"
103    href="/assets/css/jekyll-theme-chirpy.css"
104  />
105
106  <!-- Web Font -->
107  <link
108    rel="stylesheet"
109    href="https://fonts.googleapis.com/css2?family=Lato:wght@300;400&family=Source+Sans+Pro:wght@400;600;700;900&display=swap"
110  />
111
112  <!-- Font Awesome Icons -->
113  <link
114    rel="stylesheet"
115    href="https://cdn.jsdelivr.net/npm/@fortawesome/[email protected]/css/all.min.css"
116  />
117
118  <!-- 3rd-party Dependencies -->
119
120   
121  <link
122    rel="stylesheet"
123    href="https://cdn.jsdelivr.net/npm/[email protected]/dist/loading-attribute-polyfill.min.css"
124  />
125   
126  <!-- Image Popup -->
127  <link
128    rel="stylesheet"
129    href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/glightbox.min.css"
130  />
131  
132  <style>
133    img {
134      background-color: #fff;
135    }
136
137    h1,
138    h2 {
139      color: #0550ae !important;
140    }
141
142    #post-list .card .card-body .card-title {
143      color: #0550ae !important;
144    }
145
146    #panel-wrapper .panel-heading {
147      color: #0550ae !important;
148    }
149  </style>
150  <!-- Scripts -->
151
152  
152<script src="/assets/js/dist/theme.min.js" type="3de2753e232ef4cbc263f92c-text/javascript"></script>
152
153
154  <!-- JS selector for site. -->
155
156<!-- commons -->
157
158
159
160<!-- layout specified -->
161
162
163  
164
165  
166    <!-- image lazy-loading & popup & clipboard -->
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  
221<script defer src="https://cdn.jsdelivr.net/combine/npm/[email protected]/dest/simple-jekyll-search.min.js,npm/[email protected]/dist/loading-attribute-polyfill.umd.min.js,npm/[email protected]/dist/js/glightbox.min.js,npm/[email protected]/dist/clipboard.min.js,npm/[email protected]/dist/tocbot.min.js" type="3de2753e232ef4cbc263f92c-text/javascript"></script>
221
222
223
224
225
226
227
228
229<script defer src="/assets/js/dist/page.min.js" type="3de2753e232ef4cbc263f92c-text/javascript"></script>
229
230
231
232
233<!-- Pageviews -->
234
235 
236  <!-- A placeholder to allow defining custom metadata -->
237
238
239  
239<script src="https://cdnjs.cloudflare.com/polyfill/v3/polyfill.min.js?features=es6" type="3de2753e232ef4cbc263f92c-text/javascript"></script>
239
240  
240<script id="MathJax-script" async src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js" type="3de2753e232ef4cbc263f92c-text/javascript"></script>
240
241
242  
242<script type="3de2753e232ef4cbc263f92c-text/javascript">
243    MathJax = {
244      tex: {
245        inlineMath: [
246          ["$", "$"],
247          ["\\(", "\\)"],
248        ],
249        displayMath: [
250          ["$$", "$$"],
251          ["\\[", "\\]"],
252        ],
253      },
254    };
255  </script>
255
256  <!-- Google tag (gtag.js) -->
vendor: 66 bytes, lines 256-257
256
257  <script async src="https://www.googletagmanager.com/gtag/js?id=
257G-YESCE50W63
vendor: 62 bytes, lines 257-258
257" type="3de2753e232ef4cbc263f92c-text/javascript"></script>
258  
258<script type="3de2753e232ef4cbc263f92c-text/javascript">
259    
vendor: 153 bytes, lines 259-265
259window.dataLayer = window.dataLayer || [];
260    function gtag() {
261      dataLayer.push(arguments);
262    }
263    gtag("js", new Date());
264
265    gtag("config", "
265G-YESCE50W63
vendor: 6 bytes, lines 265-266
265");
266  
266</script>
266
267
268  
268<script type="3de2753e232ef4cbc263f92c-text/javascript">
269    console.log("x");
270  </script>
270
271</head>
272
273
274  <body>
275    <!-- The Side Bar -->
276
277<aside aria-label="Sidebar" id="sidebar" class="d-flex flex-column align-items-end">
278  <header class="profile-wrapper">
279    <a href="/" id="avatar" class="rounded-circle">
vendor: 136 bytes, line 279
279<script src="/cdn-cgi/scripts/7d0fa10a/cloudflare-static/rocket-loader.min.js" data-cf-settings="3de2753e232ef4cbc263f92c-|49"></script>
279<img src="https://avatars.githubusercontent.com/u/13486617?v=4" width="112" height="112" alt="avatar" onerror="this.style.display='none'"></a>
280
281    <a class="site-title d-block" href="/">Int8</a>
282    <p class="site-subtitle fst-italic mb-0">about machine learning</p>
283  </header>
284  <!-- .profile-wrapper -->
285
286  <nav class="flex-column flex-grow-1 w-100 ps-0">
287    <ul class="nav">
288      <!-- home -->
289      <li class="nav-item">
290        <a href="/" class="nav-link">
291          <i class="fa-fw fas fa-home"></i>
292          <span>HOME</span>
293        </a>
294      </li>
295      <!-- the real tabs -->
296      
297        <li class="nav-item active">
298          <a href="/about/" class="nav-link">
299            <i class="fa-fw fas fa-info-circle"></i>
300            
301
302            <span>ABOUT</span>
303          </a>
304        </li>
305        <!-- .nav-item -->
306      
307    </ul>
308  </nav>
309
310  <div class="sidebar-bottom d-flex flex-wrap  align-items-center w-100">
311    
312      <button type="button" class="btn btn-link nav-link" aria-label="Switch Mode" id="mode-toggle">
313        <i class="fas fa-adjust"></i>
314      </button>
315
316      
317        <span class="icon-border"></span>
318      
319    
320
321    
322      
323
324      
325        <a
326          href="https://github.com/int8"
327          aria-label="github"
328          
329
330          
331            target="_blank"
332            
333          
334
335          
336
337          
338            rel="noopener noreferrer"
339          
340        >
341          <i class="fab fa-github"></i>
342        </a>
343      
344    
345      
346
347      
348        <a
349          href="https://twitter.com/kczarnogorski"
350          aria-label="twitter"
351          
352
353          
354            target="_blank"
355            
356          
357
358          
359
360          
361            rel="noopener noreferrer"
362          
363        >
364          <i class="fa-brands fa-x-twitter"></i>
365        </a>
366      
367    
368      
369
370      
371        <a
372          href="https://www.linkedin.com/in/kamil-c-7502b552/"
373          aria-label="linkedin"
374          
375
376          
377            target="_blank"
378            
379          
380
381          
382
383          
384            rel="noopener noreferrer"
385          
386        >
387          <i class="fab fa-linkedin"></i>
388        </a>
389      
390    
391  </div>
392  <!-- .sidebar-bottom -->
393</aside>
394<!-- #sidebar -->
395
396
397    <div id="main-wrapper" class="d-flex justify-content-center">
398      <div class="container d-flex flex-column px-xxl-5">
399        <!-- The Top Bar -->
400
401<header id="topbar-wrapper" aria-label="Top Bar">
402  <div
403    id="topbar"
404    class="d-flex align-items-center justify-content-between px-lg-3 h-100"
405  >
406    <nav id="breadcrumb" aria-label="Breadcrumb">
407      
408
409      
410        
411          
412            <span>
413              <a href="/">Home</a>
414            </span>
415
416          
417        
418          
419            
420              <span>About</span>
421            
422
423          
424        
425      
426    </nav>
427    <!-- endof #breadcrumb -->
428
429    <button type="button" id="sidebar-trigger" class="btn btn-link">
430      <i class="fas fa-bars fa-fw"></i>
431    </button>
432
433    <div id="topbar-title">
434      About
435    </div>
436
437    <button type="button" id="search-trigger" class="btn btn-link">
438      <i class="fas fa-search fa-fw"></i>
439    </button>
440
441    <search id="search" class="align-items-center ms-3 ms-lg-0">
442      <i class="fas fa-search fa-fw"></i>
443      <input
444        class="form-control"
445        id="search-input"
446        type="search"
447        aria-label="search"
448        autocomplete="off"
449        placeholder="Search..."
450      >
451    </search>
452    <button type="button" class="btn btn-link text-decoration-none" id="search-cancel">Cancel</button>
453  </div>
454</header>
455
456
457        <div class="row flex-grow-1">
458          <main aria-label="Main Content" class="col-12 col-lg-11 col-xl-9 px-md-4">
459            
460              <!-- Refactor the HTML structure -->
461
462
463
464<!--
465  In order to allow a wide table to scroll horizontally,
466  we suround the markdown table with `<div class="table-wrapper">` and `</div>`
467-->
468
469
470
471<!--
472  Fixed kramdown code highlight rendering:
473  https://github.com/penibelst/jekyll-compress-html/issues/101
474  https://github.com/penibelst/jekyll-compress-html/issues/71#issuecomment-188
474144901
475-->
476
477
478
479<!-- Change the icon of checkbox -->
480
481
482
483<!-- Handle images -->
484
485
486
487
488
489<!-- Add header for code snippets -->
490
491
492
493<!-- Create heading anchors -->
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<!-- return -->
555
556
557
558
559<article class="px-1">
560  
561    
562    
563    <h1 class="dynamic-title">
564      About me
565    </h1>
566    <div class="content">
567      <p>I am a <strong>Machine Learning Engineer</strong> with very strong Software Development skills. I have 12 years of professional experience that covers building machine learning models, coding them efficiently, and deploying to production. I have experience in various domains: starting from Fintech where I worked on credit scoring and fraud detection, through search/recommendation engines enhancement with Natural Language Processing, to Aquaculture where I worked with massive amounts of temporal data produced by IoT devices.</p>
568
569<p>Additionally, I have experience in teaching at <strong>Leon Koźmiński Academy</strong> and <strong>WSB Merito Gdańsk</strong>. I held a semester workshop about Machine Learning for Python developers.</p>
570
571<h2 id="open-source-projects"><span class="me-2">Open Source Projects</span><a href="#open-source-projects" class="anchor text-muted"><i class="fas fa-hashtag"></i></a></h2>
572
573<ul>
574  <li><a href="https://github.com/int8/monte-carlo-tree-search">Monte Carlo Tree Search in Python</a></li>
575  <li><a href="https://github.com/int8/counterfactual-regret-minimization">Counterfactual Regret Minimization Algorithm in Python</a></li>
576  <li><a href="https://github.com/int8/chevy">Chevy - Chess Position Evaluation via Hand-crafted Features</a></li>
577  <li><a href="https://github.com/int8/gomcts">Monte Carlo Tree Search in Go Language</a></li>
578  <li><a href="https://github.com/int8/go-counterfactual-regret-minimization">Counterfactual Regret Minimization for Poker Games in Go</a></li>
579</ul>
580
581<h2 id="contact"><span class="me-2">Contact</span><a href="#contact" class="anchor text-muted"><i class="fas fa-hashtag"></i></a></h2>
582
583<div class="sidebar-bottom d-flex flex-wrap  align-items-center w-100">
584    
585<a href="https://github.com/int8" aria-label="github" target="_blank" rel="noopener noreferrer">
586    <i class="fab fa-github"></i>
587</a> &nbsp; &nbsp;
588
589<a href="https://twitter.com/kczarnogorski" aria-label="twitter" target="_blank" rel="noopener noreferrer">
590    <i class="fa-brands fa-x-twitter"></i>
591</a>  &nbsp; &nbsp;
592
593<a href="https://www.linkedin.com/in/kamil-c-7502b552/" aria-label="linkedin" target="_blank" rel="noopener noreferrer">
594    <i class="fab fa-linkedin"></i>
595</a>
596
597</div>
598
599<div class="language-python highlighter-rouge"><div class="code-header">
600        <span data-label-text="Python"><i class="fas fa-code fa-fw small"></i></span>
601      <button aria-label="copy" data-title-succeed="Copied!"><i class="far fa-clipboard"></i></button></div><div class="highlight"><code><table class="rouge-table"><tbody><tr><td class="rouge-gutter gl"><pre class="lineno">1
6022
603</pre></td><td class="rouge-code"><pre><span class="c1"># mail me
604</span><span class="sa">f</span><span class="sh">'</span><span class="si">{</span><span class="n">np</span><span class="p">.</span><span class="nf">byte</span><span class="p">(</span><span class="mi">0</span><span class="p">).</span><span class="n">dtype</span><span class="p">.</span><span class="n">name</span><span class="si">}</span><span class="s">@</span><span class="si">{</span><span class="n">np</span><span class="p">.</span><span class="nf">byte</span><span class="p">(</span><span class="mi">0</span><span class="p">).</span><span class="n">dtype</span><span class="p">.</span><span class="n">name</span><span class="si">}</span><span class="s">.io</span><span class="sh">'</span>
605</pre></td></tr></tbody></table></code></div></div>
606
607    </div>
608  
609</article>
610
611
612            
613          </main>
614
615          <!-- panel -->
616          <aside aria-label="Panel" id="panel-wrapper" class="col-xl-3 ps-2 text-muted">
617            <div class="access">
618              <!-- Get 5 last posted/updated posts -->
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633  <section id="access-lastmod">
634    <h2 class="panel-heading">Recently Updated</h2>
635    <ul class="content list-unstyled ps-0 pb-1 ms-1 mt-2">
636      
637        
638        
639        
640        <li class="text-truncate lh-lg">
641          <a href="/monte-carlo-tree-search-beginners-guide/">
641Monte Carlo Tree Search – beginners guide</a>
642        </li>
643      
644        
645        
646        
647        <li class="text-truncate lh-lg">
648          <a href="/team-ball-action-spotting-challenge-2025">My Adventure With Team Ball Action Spotting Task at SoccerNet Challenge 2025</a>
649        </li>
650      
651        
652        
653        
654        <li class="text-truncate lh-lg">
655          <a href="/train-your-own-south-park-fanatic-ai-with-mistral-7b/">Train your own South Park Fanatic AI with Mistral-7B</a>
656        </li>
657      
658        
659        
660        
661        <li class="text-truncate lh-lg">
662          <a href="/random-walk-vectors-for-clustering-part-ii-perspective-switch/">Random walk vectors for clustering (part II – perspective switch)</a>
663        </li>
664      
665        
666        
667        
668        <li class="text-truncate lh-lg">
669          <a href="/counterfactual-regret-minimization-for-poker-ai/">Counterfactual Regret Minimization - the core of Poker AI beating professional players</a>
670        </li>
671      
672    </ul>
673  </section>
674  <!-- #access-lastmod -->
675
676
677              <!-- The trending tags list -->
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  
714    
715    
716    
717    
718  
719    
720    
721    
722    
723  
724    
725    
726    
727    
728  
729    
730    
731    
732    
733  
734    
735    
736    
737    
738  
739    
740    
741    
742    
743  
744    
745    
746    
747    
748  
749    
750    
751    
752    
753  
754    
755    
756    
757    
758  
759    
760    
761    
762    
763  
764    
765    
766    
767    
768  
769    
770    
771    
772    
773  
774    
775    
776    
777    
778  
779    
780    
781    
782    
783  
784    
785    
786    
787    
788  
789    
790    
791    
792    
793  
794    
795    
796    
797    
798  
799    
800    
801    
802    
803  
804    
805    
806    
807    
808  
809    
810    
811    
812    
813  
814    
815    
816    
817    
818  
819    
820    
821    
822    
823  
824    
825    
826    
827    
828  
829    
830    
831    
832    
833  
834    
835    
836    
837    
838  
839    
840    
841    
842    
843  
844    
845    
846    
847    
848  
849    
850    
851    
852    
853  
854    
855    
856    
857    
858  
859    
860    
861    
862    
863  
864    
865    
866    
867    
868  
869    
870    
871    
872    
873  
874    
875    
876    
877    
878  
879    
880    
881    
882    
883  
884    
885    
886    
887    
888  
889    
890    
891    
892    
893      
894        
895        
896
897  
898    
899    
900    
901    
902  
903    
904    
905    
906    
907  
908    
909    
910    
911    
912  
913    
914    
915    
916    
917  
918    
919    
920    
921    
922  
923    
924    
925    
926    
927  
928    
929    
930    
931    
932  
933    
934    
935    
936    
937  
938    
939    
940    
941    
942  
943    
944    
945    
946    
947  
948    
949    
950    
951    
952  
953    
954    
955    
956    
957  
958    
959    
960    
961    
962      
963        
964        
965
966  
967    
968    
969    
970    
971  
972    
973    
974    
975    
976  
977    
978    
979    
980    
981  
982    
983    
984    
985    
986  
987    
988    
989    
990    
991  
992    
993    
994    
995    
996  
997    
998    
999    
1000    
1001  
1002    
1003    
1004    
1005    
1006  
1007    
1008    
1009    
1010    
1011  
1012    
1013    
1014    
1015    
1016  
1017    
1018    
1019    
1020    
1021  
1022    
1023    
1024    
1025    
1026  
1027    
1028    
1029    
1030    
1031  
1032    
1033    
1034    
1035    
1036  
1037    
1038    
1039    
1040    
1041  
1042    
1043    
1044    
1045    
1046  
1047    
1048    
1049    
1050    
1051  
1052    
1053    
1054    
1055    
1056  
1057    
1058    
1059    
1060    
1061  
1062    
1063    
1064    
1065    
1066  
1067    
1068    
1069    
1070    
1071  
1072    
1073    
1074    
1075    
1076  
1077    
1078    
1079    
1080    
1081  
1082    
1083    
1084    
1085    
1086  
1087    
1088    
1089    
1090    
1091  
1092    
1093    
1094    
1095    
1096  
1097    
1098    
1099    
1100    
1101  
1102    
1103    
1104    
1105    
1106  
1107    
1108    
1109    
1110    
1111  
1112    
1113    
1114    
1115    
1116  
1117    
1118    
1119    
1120    
1121  
1122    
1123    
1124    
1125    
1126  
1127    
1128    
1129    
1130    
1131  
1132    
1133    
1134    
1135    
1136  
1137    
1138    
1139    
1140    
1141  
1142    
1143    
1144    
1145    
1146  
1147    
1148    
1149    
1150    
1151  
1152    
1153    
1154    
1155    
1156  
1157    
1158    
1159    
1160    
1161  
1162    
1163    
1164    
1165    
1166  
1167    
1168    
1169    
1170    
1171  
1172    
1173    
1174    
1175    
1176  
1177    
1178    
1179    
1180    
1181  
1182    
1183    
1184    
1185    
1186  
1187    
1188    
1189    
1190    
1191  
1192    
1193    
1194    
1195    
1196  
1197    
1198    
1199    
1200    
1201  
1202    
1203    
1204    
1205    
1206  
1207    
1208    
1209    
1210    
1211  
1212    
1213    
1214    
1215    
1216  
1217    
1218    
1219    
1220    
1221  
1222    
1223    
1224    
1225    
1226  
1227    
1228    
1229    
1230    
1231  
1232    
1233    
1234    
1235    
1236  
1237    
1238    
1239    
1240    
1241  
1242    
1243    
1244    
1245    
1246  
1247    
1248    
1249    
1250    
1251      
1252        
1253        
1254
1255  
1256    
1257    
1258    
1259    
1260  
1261    
1262    
1263    
1264    
1265  
1266    
1267    
1268    
1269    
1270  
1271    
1272    
1273    
1274    
1275  
1276    
1277    
1278    
1279    
1280  
1281    
1282    
1283    
1284    
1285  
1286    
1287    
1288    
1289    
1290  
1291    
1292    
1293    
1294    
1295  
1296    
1297    
1298    
1299    
1300  
1301    
1302    
1303    
1304    
1305  
1306    
1307    
1308    
1309    
1310  
1311    
1312    
1313    
1314    
1315  
1316    
1317    
1318    
1319    
1320  
1321    
1322    
1323    
1324    
1325  
1326    
1327    
1328    
1329    
1330      
1331        
1332        
1333
1334  
1335    
1336    
1337    
1338    
1339  
1340    
1341    
1342    
1343    
1344  
1345    
1346    
1347    
1348    
1349  
1350    
1351    
1352    
1353    
1354  
1355    
1356    
1357    
1358    
1359  
1360    
1361    
1362    
1363    
1364  
1365    
1366    
1367    
1368    
1369  
1370    
1371    
1372    
1373    
1374  
1375    
1376    
1377    
1378    
1379  
1380    
1381    
1382    
1383    
1384  
1385    
1386    
1387    
1388    
1389  
1390    
1391    
1392    
1393    
1394  
1395    
1396    
1397    
1398    
1399  
1400    
1401    
1402    
1403    
1404  
1405    
1406    
1407    
1408    
1409      
1410    
1411  
1412    
1413    
1414    
1415    
1416  
1417    
1418    
1419    
1420    
1421  
1422    
1423    
1424    
1425    
1426  
1427    
1428    
1429    
1430    
1431  
1432    
1433    
1434    
1435    
1436  
1437    
1438    
1439    
1440    
1441  
1442    
1443    
1444    
1445    
1446      
1447        
1448        
1449
1450  
1451    
1452    
1453    
1454    
1455  
1456    
1457    
1458    
1459    
1460  
1461    
1462    
1463    
1464    
1465  
1466    
1467    
1468    
1469    
1470  
1471    
1472    
1473    
1474    
1475  
1476    
1477    
1478    
1479    
1480  
1481    
1482    
1483    
1484    
1485  
1486    
1487    
1488    
1489    
1490  
1491    
1492    
1493    
1494    
1495  
1496    
1497    
1498    
1499    
1500  
1501    
1502    
1503    
1504    
1505  
1506    
1507    
1508    
1509    
1510  
1511    
1512    
1513    
1514    
1515  
1516    
1517    
1518    
1519    
1520  
1521    
1522    
1523    
1524    
1525      
1526    
1527  
1528    
1529    
1530    
1531    
1532  
1533    
1534    
1535    
1536    
1537  
1538    
1539    
1540    
1541    
1542  
1543    
1544    
1545    
1546    
1547  
1548    
1549    
1550    
1551    
1552  
1553    
1554    
1555    
1556    
1557  
1558    
1559    
1560    
1561    
1562      
1563    
1564  
1565    
1566    
1567    
1568    
1569  
1570    
1571    
1572    
1573    
1574  
1575    
1576    
1577    
1578    
1579  
1580    
1581    
1582    
1583    
1584      
1585        
1586        
1587
1588  
1589    
1590    
1591    
1592    
1593  
1594    
1595    
1596    
1597    
1598  
1599    
1600    
1601    
1602    
1603  
1604    
1605    
1606    
1607    
1608  
1609    
1610    
1611    
1612    
1613  
1614    
1615    
1616    
1617    
1618  
1619    
1620    
1621    
1622    
1623  
1624    
1625    
1626    
1627    
1628  
1629    
1630    
1631    
1632    
1633  
1634    
1635    
1636    
1637    
1638  
1639    
1640    
1641    
1642    
1643  
1644    
1645    
1646    
1647    
1648  
1649    
1650    
1651    
1652    
1653  
1654    
1655    
1656    
1657    
1658  
1659    
1660    
1661    
1662    
1663      
1664    
1665  
1666    
1667    
1668    
1669    
1670  
1671    
1672    
1673    
1674    
1675  
1676    
1677    
1678    
1679    
1680  
1681    
1682    
1683    
1684    
1685  
1686    
1687    
1688    
1689    
1690  
1691    
1692    
1693    
1694    
1695  
1696    
1697    
1698    
1699    
1700      
1701    
1702  
1703    
1704    
1705    
1706    
1707  
1708    
1709    
1710    
1711    
1712  
1713    
1714    
1715    
1716    
1717  
1718    
1719    
1720    
1721    
1722      
1723    
1724  
1725    
1726    
1727    
1728    
1729  
1730    
1731    
1732    
1733    
1734  
1735    
1736    
1737    
1738    
1739  
1740    
1741    
1742    
1743    
1744  
1745    
1746    
1747    
1748    
1749  
1750    
1751    
1752    
1753    
1754  
1755    
1756    
1757    
1758    
1759  
1760    
1761    
1762    
1763    
1764  
1765    
1766    
1767    
1768    
1769  
1770    
1771    
1772    
1773    
1774  
1775    
1776    
1777    
1778    
1779  
1780    
1781    
1782    
1783    
1784  
1785    
1786    
1787    
1788    
1789  
1790    
1791    
1792    
1793    
1794  
1795    
1796    
1797    
1798    
1799  
1800    
1801    
1802    
1803    
1804  
1805    
1806    
1807    
1808    
1809  
1810    
1811    
1812    
1813    
1814  
1815    
1816    
1817    
1818    
1819  
1820    
1821    
1822    
1823    
1824  
1825    
1826    
1827    
1828    
1829  
1830    
1831    
1832    
1833    
1834      
1835        
1836        
1837
1838  
1839    
1840    
1841    
1842    
1843  
1844    
1845    
1846    
1847    
1848  
1849    
1850    
1851    
1852    
1853  
1854    
1855    
1856    
1857    
1858  
1859    
1860    
1861    
1862    
1863  
1864    
1865    
1866    
1867    
1868  
1869    
1870    
1871    
1872    
1873  
1874    
1875    
1876    
1877    
1878  
1879    
1880    
1881    
1882    
1883  
1884    
1885    
1886    
1887    
1888  
1889    
1890    
1891    
1892    
1893  
1894    
1895    
1896    
1897    
1898  
1899    
1900    
1901    
1902    
1903  
1904    
1905    
1906    
1907    
1908  
1909    
1910    
1911    
1912    
1913      
1914    
1915  
1916    
1917    
1918    
1919    
1920  
1921    
1922    
1923    
1924    
1925  
1926    
1927    
1928    
1929    
1930  
1931    
1932    
1933    
1934    
1935  
1936    
1937    
1938    
1939    
1940  
1941    
1942    
1943    
1944    
1945  
1946    
1947    
1948    
1949    
1950      
1951    
1952  
1953    
1954    
1955    
1956    
1957  
1958    
1959    
1960    
1961    
1962  
1963    
1964    
1965    
1966    
1967  
1968    
1969    
1970    
1971    
1972      
1973    
1974  
1975    
1976    
1977    
1978    
1979  
1980    
1981    
1982    
1983    
1984  
1985    
1986    
1987    
1988    
1989  
1990    
1991    
1992    
1993    
1994  
1995    
1996    
1997    
1998    
1999  
2000    
2001    
2002    
2003    
2004  
2005    
2006    
2007    
2008    
2009  
2010    
2011    
2012    
2013    
2014  
2015    
2016    
2017    
2018    
2019  
2020    
2021    
2022    
2023    
2024  
2025    
2026    
2027    
2028    
2029  
2030    
2031    
2032    
2033    
2034  
2035    
2036    
2037    
2038    
2039  
2040    
2041    
2042    
2043    
2044  
2045    
2046    
2047    
2048    
2049  
2050    
2051    
2052    
2053    
2054  
2055    
2056    
2057    
2058    
2059  
2060    
2061    
2062    
2063    
2064  
2065    
2066    
2067    
2068    
2069  
2070    
2071    
2072    
2073    
2074  
2075    
2076    
2077    
2078    
2079  
2080    
2081    
2082    
2083    
2084      
2085    
2086  
2087    
2088    
2089    
2090    
2091  
2092    
2093    
2094    
2095    
2096  
2097    
2098    
2099    
2100    
2101  
2102    
2103    
2104    
2105    
2106  
2107    
2108    
2109    
2110    
2111      
2112        
2113        
2114
2115  
2116    
2117    
2118    
2119    
2120  
2121    
2122    
2123    
2124    
2125  
2126    
2127    
2128    
2129    
2130  
2131    
2132    
2133    
2134    
2135  
2136    
2137    
2138    
2139    
2140  
2141    
2142    
2143    
2144    
2145  
2146    
2147    
2148    
2149    
2150  
2151    
2152    
2153    
2154    
2155  
2156    
2157    
2158    
2159    
2160  
2161    
2162    
2163    
2164    
2165  
2166    
2167    
2168    
2169    
2170  
2171    
2172    
2173    
2174    
2175  
2176    
2177    
2178    
2179    
2180  
2181    
2182    
2183    
2184    
2185  
2186    
2187    
2188    
2189    
2190      
2191    
2192  
2193    
2194    
2195    
2196    
2197  
2198    
2199    
2200    
2201    
2202  
2203    
2204    
2205    
2206    
2207  
2208    
2209    
2210    
2211    
2212  
2213    
2214    
2215    
2216    
2217  
2218    
2219    
2220    
2221    
2222  
2223    
2224    
2225    
2226    
2227      
2228    
2229  
2230    
2231    
2232    
2233    
2234  
2235    
2236    
2237    
2238    
2239  
2240    
2241    
2242    
2243    
2244  
2245    
2246    
2247    
2248    
2249      
2250    
2251  
2252    
2253    
2254    
2255    
2256  
2257    
2258    
2259    
2260    
2261  
2262    
2263    
2264    
2265    
2266  
2267    
2268    
2269    
2270    
2271  
2272    
2273    
2274    
2275    
2276  
2277    
2278    
2279    
2280    
2281  
2282    
2283    
2284    
2285    
2286  
2287    
2288    
2289    
2290    
2291  
2292    
2293    
2294    
2295    
2296  
2297    
2298    
2299    
2300    
2301  
2302    
2303    
2304    
2305    
2306  
2307    
2308    
2309    
2310    
2311  
2312    
2313    
2314    
2315    
2316  
2317    
2318    
2319    
2320    
2321  
2322    
2323    
2324    
2325    
2326  
2327    
2328    
2329    
2330    
2331  
2332    
2333    
2334    
2335    
2336  
2337    
2338    
2339    
2340    
2341  
2342    
2343    
2344    
2345    
2346  
2347    
2348    
2349    
2350    
2351  
2352    
2353    
2354    
2355    
2356  
2357    
2358    
2359    
2360    
2361      
2362    
2363  
2364    
2365    
2366    
2367    
2368  
2369    
2370    
2371    
2372    
2373  
2374    
2375    
2376    
2377    
2378  
2379    
2380    
2381    
2382    
2383  
2384    
2385    
2386    
2387    
2388      
2389    
2390  
2391    
2392    
2393    
2394    
2395  
2396    
2397    
2398    
2399    
2400      
2401        
2402        
2403
2404  
2405    
2406    
2407    
2408    
2409      
2410        
2411        
2412
2413
2414
2415  <section>
2416    <h2 class="panel-heading">Trending Tags</h2>
2417    <div class="d-flex flex-wrap mt-3 mb-1 me-3">
2418      
2419        
2420        <a class="post-tag btn btn-outline-primary" href="/tags/neural-networks/">neural networks</a>
2421      
2422        
2423        <a class="post-tag btn btn-outline-primary" href="/tags/clustering/">clustering</a>
2424      
2425        
2426        <a class="post-tag btn btn-outline-primary" href="/tags/stochastic-gradient-descent/">stochastic gradient descent</a>
2427      
2428        
2429        <a class="post-tag btn btn-outline-primary" href="/tags/consensus-clustering/">Consensus clustering</a>
2430      
2431        
2432        <a class="post-tag btn btn-outline-primary" href="/tags/gradient-descent/">gradient descent</a>
2433      
2434        
2435        <a class="post-tag btn btn-outline-primary" href="/tags/julia/">Julia</a>
2436      
2437        
2438        <a class="post-tag btn btn-outline-primary" href="/tags/random-walks/">random walks</a>
2439      
2440        
2441        <a class="post-tag btn btn-outline-primary" href="/tags/similarity-matrix/">similarity matrix</a>
2442      
2443        
2444        <a class="post-tag btn btn-outline-primary" href="/tags/softmax/">softmax</a>
2445      
2446        
2447        <a class="post-tag btn btn-outline-primary" href="/tags/adadelta/">AdaDelta</a>
2448      
2449    </div>
2450  </section>
2451
2452
2453            </div>
2454
2455            
2456          </aside>
2457        </div>
2458
2459        <div class="row">
2460          <!-- tail -->
2461          <div id="tail-wrapper" class="col-12 col-lg-11 col-xl-9 px-md-4">
2462            
2463
2464            <!-- The Footer -->
2465
2466<footer
2467  aria-label="Site Info"
2468  class="d-flex flex-column justify-content-center text-muted flex-lg-row justify-content-lg-between align-items-lg-center pb-lg-3"
2469>
2470  <p>©
2471    <time>2026</time>
2472    <em class="fst-normal">int8.io</em>
2473  </p>
2474</footer>
2475
2476          </div>
2477        </div>
2478
2479        <!-- The Search results -->
2480
2481<div id="search-result-wrapper" class="d-flex justify-content-center d-none">
2482  <div class="col-11 content">
2483    <div id="search-hints">
2484      <!-- The trending tags list -->
2485
2486
2487
2488
2489
2490
2491
2492
2493
2494
2495
2496
2497
2498
2499
2500  
2501    
2502    
2503    
2504    
2505  
2506    
2507    
2508    
2509    
2510  
2511    
2512    
2513    
2514    
2515  
2516    
2517    
2518    
2519    
2520  
2521    
2522    
2523    
2524    
2525  
2526    
2527    
2528    
2529    
2530  
2531    
2532    
2533    
2534    
2535  
2536    
2537    
2538    
2539    
2540  
2541    
2542    
2543    
2544    
2545  
2546    
2547    
2548    
2549    
2550  
2551    
2552    
2553    
2554    
2555  
2556    
2557    
2558    
2559    
2560  
2561    
2562    
2563    
2564    
2565  
2566    
2567    
2568    
2569    
2570  
2571    
2572    
2573    
2574    
2575  
2576    
2577    
2578    
2579    
2580  
2581    
2582    
2583    
2584    
2585  
2586    
2587    
2588    
2589    
2590  
2591    
2592    
2593    
2594    
2595  
2596    
2597    
2598    
2599    
2600  
2601    
2602    
2603    
2604    
2605  
2606    
2607    
2608    
2609    
2610  
2611    
2612    
2613    
2614    
2615  
2616    
2617    
2618    
2619    
2620  
2621    
2622    
2623    
2624    
2625  
2626    
2627    
2628    
2629    
2630  
2631    
2632    
2633    
2634    
2635  
2636    
2637    
2638    
2639    
2640  
2641    
2642    
2643    
2644    
2645  
2646    
2647    
2648    
2649    
2650  
2651    
2652    
2653    
2654    
2655  
2656    
2657    
2658    
2659    
2660  
2661    
2662    
2663    
2664    
2665  
2666    
2667    
2668    
2669    
2670  
2671    
2672    
2673    
2674    
2675  
2676    
2677    
2678    
2679    
2680  
2681    
2682    
2683    
2684    
2685  
2686    
2687    
2688    
2689    
2690  
2691    
2692    
2693    
2694    
2695  
2696    
2697    
2698    
2699    
2700      
2701        
2702        
2703
2704  
2705    
2706    
2707    
2708    
2709  
2710    
2711    
2712    
2713    
2714  
2715    
2716    
2717    
2718    
2719  
2720    
2721    
2722    
2723    
2724  
2725    
2726    
2727    
2728    
2729  
2730    
2731    
2732    
2733    
2734  
2735    
2736    
2737    
2738    
2739  
2740    
2741    
2742    
2743    
2744  
2745    
2746    
2747    
2748    
2749  
2750    
2751    
2752    
2753    
2754  
2755    
2756    
2757    
2758    
2759  
2760    
2761    
2762    
2763    
2764  
2765    
2766    
2767    
2768    
2769      
2770        
2771        
2772
2773  
2774    
2775    
2776    
2777    
2778  
2779    
2780    
2781    
2782    
2783  
2784    
2785    
2786    
2787    
2788  
2789    
2790    
2791    
2792    
2793  
2794    
2795    
2796    
2797    
2798  
2799    
2800    
2801    
2802    
2803  
2804    
2805    
2806    
2807    
2808  
2809    
2810    
2811    
2812    
2813  
2814    
2815    
2816    
2817    
2818  
2819    
2820    
2821    
2822    
2823  
2824    
2825    
2826    
2827    
2828  
2829    
2830    
2831    
2832    
2833  
2834    
2835    
2836    
2837    
2838  
2839    
2840    
2841    
2842    
2843  
2844    
2845    
2846    
2847    
2848  
2849    
2850    
2851    
2852    
2853  
2854    
2855    
2856    
2857    
2858  
2859    
2860    
2861    
2862    
2863  
2864    
2865    
2866    
2867    
2868  
2869    
2870    
2871    
2872    
2873  
2874    
2875    
2876    
2877    
2878  
2879    
2880    
2881    
2882    
2883  
2884    
2885    
2886    
2887    
2888  
2889    
2890    
2891    
2892    
2893  
2894    
2895    
2896    
2897    
2898  
2899    
2900    
2901    
2902    
2903  
2904    
2905    
2906    
2907    
2908  
2909    
2910    
2911    
2912    
2913  
2914    
2915    
2916    
2917    
2918  
2919    
2920    
2921    
2922    
2923  
2924    
2925    
2926    
2927    
2928  
2929    
2930    
2931    
2932    
2933  
2934    
2935    
2936    
2937    
2938  
2939    
2940    
2941    
2942    
2943  
2944    
2945    
2946    
2947    
2948  
2949    
2950    
2951    
2952    
2953  
2954    
2955    
2956    
2957    
2958  
2959    
2960    
2961    
2962    
2963  
2964    
2965    
2966    
2967    
2968  
2969    
2970    
2971    
2972    
2973  
2974    
2975    
2976    
2977    
2978  
2979    
2980    
2981    
2982    
2983  
2984    
2985    
2986    
2987    
2988  
2989    
2990    
2991    
2992    
2993  
2994    
2995    
2996    
2997    
2998  
2999    
3000    
3001    
3002    
3003  
3004    
3005    
3006    
3007    
3008  
3009    
3010    
3011    
3012    
3013  
3014    
3015    
3016    
3017    
3018  
3019    
3020    
3021    
3022    
3023  
3024    
3025    
3026    
3027    
3028  
3029    
3030    
3031    
3032    
3033  
3034    
3035    
3036    
3037    
3038  
3039    
3040    
3041    
3042    
3043  
3044    
3045    
3046    
3047    
3048  
3049    
3050    
3051    
3052    
3053  
3054    
3055    
3056    
3057    
3058      
3059        
3060        
3061
3062  
3063    
3064    
3065    
3066    
3067  
3068    
3069    
3070    
3071    
3072  
3073    
3074    
3075    
3076    
3077  
3078    
3079    
3080    
3081    
3082  
3083    
3084    
3085    
3086    
3087  
3088    
3089    
3090    
3091    
3092  
3093    
3094    
3095    
3096    
3097  
3098    
3099    
3100    
3101    
3102  
3103    
3104    
3105    
3106    
3107  
3108    
3109    
3110    
3111    
3112  
3113    
3114    
3115    
3116    
3117  
3118    
3119    
3120    
3121    
3122  
3123    
3124    
3125    
3126    
3127  
3128    
3129    
3130    
3131    
3132  
3133    
3134    
3135    
3136    
3137      
3138        
3139        
3140
3141  
3142    
3143    
3144    
3145    
3146  
3147    
3148    
3149    
3150    
3151  
3152    
3153    
3154    
3155    
3156  
3157    
3158    
3159    
3160    
3161  
3162    
3163    
3164    
3165    
3166  
3167    
3168    
3169    
3170    
3171  
3172    
3173    
3174    
3175    
3176  
3177    
3178    
3179    
3180    
3181  
3182    
3183    
3184    
3185    
3186  
3187    
3188    
3189    
3190    
3191  
3192    
3193    
3194    
3195    
3196  
3197    
3198    
3199    
3200    
3201  
3202    
3203    
3204    
3205    
3206  
3207    
3208    
3209    
3210    
3211  
3212    
3213    
3214    
3215    
3216      
3217    
3218  
3219    
3220    
3221    
3222    
3223  
3224    
3225    
3226    
3227    
3228  
3229    
3230    
3231    
3232    
3233  
3234    
3235    
3236    
3237    
3238  
3239    
3240    
3241    
3242    
3243  
3244    
3245    
3246    
3247    
3248  
3249    
3250    
3251    
3252    
3253      
3254        
3255        
3256
3257  
3258    
3259    
3260    
3261    
3262  
3263    
3264    
3265    
3266    
3267  
3268    
3269    
3270    
3271    
3272  
3273    
3274    
3275    
3276    
3277  
3278    
3279    
3280    
3281    
3282  
3283    
3284    
3285    
3286    
3287  
3288    
3289    
3290    
3291    
3292  
3293    
3294    
3295    
3296    
3297  
3298    
3299    
3300    
3301    
3302  
3303    
3304    
3305    
3306    
3307  
3308    
3309    
3310    
3311    
3312  
3313    
3314    
3315    
3316    
3317  
3318    
3319    
3320    
3321    
3322  
3323    
3324    
3325    
3326    
3327  
3328    
3329    
3330    
3331    
3332      
3333    
3334  
3335    
3336    
3337    
3338    
3339  
3340    
3341    
3342    
3343    
3344  
3345    
3346    
3347    
3348    
3349  
3350    
3351    
3352    
3353    
3354  
3355    
3356    
3357    
3358    
3359  
3360    
3361    
3362    
3363    
3364  
3365    
3366    
3367    
3368    
3369      
3370    
3371  
3372    
3373    
3374    
3375    
3376  
3377    
3378    
3379    
3380    
3381  
3382    
3383    
3384    
3385    
3386  
3387    
3388    
3389    
3390    
3391      
3392        
3393        
3394
3395  
3396    
3397    
3398    
3399    
3400  
3401    
3402    
3403    
3404    
3405  
3406    
3407    
3408    
3409    
3410  
3411    
3412    
3413    
3414    
3415  
3416    
3417    
3418    
3419    
3420  
3421    
3422    
3423    
3424    
3425  
3426    
3427    
3428    
3429    
3430  
3431    
3432    
3433    
3434    
3435  
3436    
3437    
3438    
3439    
3440  
3441    
3442    
3443    
3444    
3445  
3446    
3447    
3448    
3449    
3450  
3451    
3452    
3453    
3454    
3455  
3456    
3457    
3458    
3459    
3460  
3461    
3462    
3463    
3464    
3465  
3466    
3467    
3468    
3469    
3470      
3471    
3472  
3473    
3474    
3475    
3476    
3477  
3478    
3479    
3480    
3481    
3482  
3483    
3484    
3485    
3486    
3487  
3488    
3489    
3490    
3491    
3492  
3493    
3494    
3495    
3496    
3497  
3498    
3499    
3500    
3501    
3502  
3503    
3504    
3505    
3506    
3507      
3508    
3509  
3510    
3511    
3512    
3513    
3514  
3515    
3516    
3517    
3518    
3519  
3520    
3521    
3522    
3523    
3524  
3525    
3526    
3527    
3528    
3529      
3530    
3531  
3532    
3533    
3534    
3535    
3536  
3537    
3538    
3539    
3540    
3541  
3542    
3543    
3544    
3545    
3546  
3547    
3548    
3549    
3550    
3551  
3552    
3553    
3554    
3555    
3556  
3557    
3558    
3559    
3560    
3561  
3562    
3563    
3564    
3565    
3566  
3567    
3568    
3569    
3570    
3571  
3572    
3573    
3574    
3575    
3576  
3577    
3578    
3579    
3580    
3581  
3582    
3583    
3584    
3585    
3586  
3587    
3588    
3589    
3590    
3591  
3592    
3593    
3594    
3595    
3596  
3597    
3598    
3599    
3600    
3601  
3602    
3603    
3604    
3605    
3606  
3607    
3608    
3609    
3610    
3611  
3612    
3613    
3614    
3615    
3616  
3617    
3618    
3619    
3620    
3621  
3622    
3623    
3624    
3625    
3626  
3627    
3628    
3629    
3630    
3631  
3632    
3633    
3634    
3635    
3636  
3637    
3638    
3639    
3640    
3641      
3642        
3643        
3644
3645  
3646    
3647    
3648    
3649    
3650  
3651    
3652    
3653    
3654    
3655  
3656    
3657    
3658    
3659    
3660  
3661    
3662    
3663    
3664    
3665  
3666    
3667    
3668    
3669    
3670  
3671    
3672    
3673    
3674    
3675  
3676    
3677    
3678    
3679    
3680  
3681    
3682    
3683    
3684    
3685  
3686    
3687    
3688    
3689    
3690  
3691    
3692    
3693    
3694    
3695  
3696    
3697    
3698    
3699    
3700  
3701    
3702    
3703    
3704    
3705  
3706    
3707    
3708    
3709    
3710  
3711    
3712    
3713    
3714    
3715  
3716    
3717    
3718    
3719    
3720      
3721    
3722  
3723    
3724    
3725    
3726    
3727  
3728    
3729    
3730    
3731    
3732  
3733    
3734    
3735    
3736    
3737  
3738    
3739    
3740    
3741    
3742  
3743    
3744    
3745    
3746    
3747  
3748    
3749    
3750    
3751    
3752  
3753    
3754    
3755    
3756    
3757      
3758    
3759  
3760    
3761    
3762    
3763    
3764  
3765    
3766    
3767    
3768    
3769  
3770    
3771    
3772    
3773    
3774  
3775    
3776    
3777    
3778    
3779      
3780    
3781  
3782    
3783    
3784    
3785    
3786  
3787    
3788    
3789    
3790    
3791  
3792    
3793    
3794    
3795    
3796  
3797    
3798    
3799    
3800    
3801  
3802    
3803    
3804    
3805    
3806  
3807    
3808    
3809    
3810    
3811  
3812    
3813    
3814    
3815    
3816  
3817    
3818    
3819    
3820    
3821  
3822    
3823    
3824    
3825    
3826  
3827    
3828    
3829    
3830    
3831  
3832    
3833    
3834    
3835    
3836  
3837    
3838    
3839    
3840    
3841  
3842    
3843    
3844    
3845    
3846  
3847    
3848    
3849    
3850    
3851  
3852    
3853    
3854    
3855    
3856  
3857    
3858    
3859    
3860    
3861  
3862    
3863    
3864    
3865    
3866  
3867    
3868    
3869    
3870    
3871  
3872    
3873    
3874    
3875    
3876  
3877    
3878    
3879    
3880    
3881  
3882    
3883    
3884    
3885    
3886  
3887    
3888    
3889    
3890    
3891      
3892    
3893  
3894    
3895    
3896    
3897    
3898  
3899    
3900    
3901    
3902    
3903  
3904    
3905    
3906    
3907    
3908  
3909    
3910    
3911    
3912    
3913  
3914    
3915    
3916    
3917    
3918      
3919        
3920        
3921
3922  
3923    
3924    
3925    
3926    
3927  
3928    
3929    
3930    
3931    
3932  
3933    
3934    
3935    
3936    
3937  
3938    
3939    
3940    
3941    
3942  
3943    
3944    
3945    
3946    
3947  
3948    
3949    
3950    
3951    
3952  
3953    
3954    
3955    
3956    
3957  
3958    
3959    
3960    
3961    
3962  
3963    
3964    
3965    
3966    
3967  
3968    
3969    
3970    
3971    
3972  
3973    
3974    
3975    
3976    
3977  
3978    
3979    
3980    
3981    
3982  
3983    
3984    
3985    
3986    
3987  
3988    
3989    
3990    
3991    
3992  
3993    
3994    
3995    
3996    
3997      
3998    
3999  
4000    
4001    
4002    
4003    
4004  
4005    
4006    
4007    
4008    
4009  
4010    
4011    
4012    
4013    
4014  
4015    
4016    
4017    
4018    
4019  
4020    
4021    
4022    
4023    
4024  
4025    
4026    
4027    
4028    
4029  
4030    
4031    
4032    
4033    
4034      
4035    
4036  
4037    
4038    
4039    
4040    
4041  
4042    
4043    
4044    
4045    
4046  
4047    
4048    
4049    
4050    
4051  
4052    
4053    
4054    
4055    
4056      
4057    
4058  
4059    
4060    
4061    
4062    
4063  
4064    
4065    
4066    
4067    
4068  
4069    
4070    
4071    
4072    
4073  
4074    
4075    
4076    
4077    
4078  
4079    
4080    
4081    
4082    
4083  
4084    
4085    
4086    
4087    
4088  
4089    
4090    
4091    
4092    
4093  
4094    
4095    
4096    
4097    
4098  
4099    
4100    
4101    
4102    
4103  
4104    
4105    
4106    
4107    
4108  
4109    
4110    
4111    
4112    
4113  
4114    
4115    
4116    
4117    
4118  
4119    
4120    
4121    
4122    
4123  
4124    
4125    
4126    
4127    
4128  
4129    
4130    
4131    
4132    
4133  
4134    
4135    
4136    
4137    
4138  
4139    
4140    
4141    
4142    
4143  
4144    
4145    
4146    
4147    
4148  
4149    
4150    
4151    
4152    
4153  
4154    
4155    
4156    
4157    
4158  
4159    
4160    
4161    
4162    
4163  
4164    
4165    
4166    
4167    
4168      
4169    
4170  
4171    
4172    
4173    
4174    
4175  
4176    
4177    
4178    
4179    
4180  
4181    
4182    
4183    
4184    
4185  
4186    
4187    
4188    
4189    
4190  
4191    
4192    
4193    
4194    
4195      
4196    
4197  
4198    
4199    
4200    
4201    
4202  
4203    
4204    
4205    
4206    
4207      
4208        
4209        
4210
4211  
4212    
4213    
4214    
4215    
4216      
4217        
4218        
4219
4220
4221
4222  <section>
4223    <h2 class="panel-heading">Trending Tags</h2>
4224    <div class="d-flex flex-wrap mt-3 mb-1 me-3">
4225      
4226        
4227        <a class="post-tag btn btn-outline-primary" href="/tags/neural-networks/">neural networks</a>
4228      
4229        
4230        <a class="post-tag btn btn-outline-primary" href="/tags/clustering/">clustering</a>
4231      
4232        
4233        <a class="post-tag btn btn-outline-primary" href="/tags/stochastic-gradient-descent/">stochastic gradient descent</a>
4234      
4235        
4236        <a class="post-tag btn btn-outline-primary" href="/tags/consensus-clustering/">Consensus clustering</a>
4237      
4238        
4239        <a class="post-tag btn btn-outline-primary" href="/tags/gradient-descent/">gradient descent</a>
4240      
4241        
4242        <a class="post-tag btn btn-outline-primary" href="/tags/julia/">Julia</a>
4243      
4244        
4245        <a class="post-tag btn btn-outline-primary" href="/tags/random-walks/">random walks</a>
4246      
4247        
4248        <a class="post-tag btn btn-outline-primary" href="/tags/similarity-matrix/">similarity matrix</a>
4249      
4250        
4251        <a class="post-tag btn btn-outline-primary" href="/tags/softmax/">softmax</a>
4252      
4253        
4254        <a class="post-tag btn btn-outline-primary" href="/tags/adadelta/">AdaDelta</a>
4255      
4256    </div>
4257  </section>
4258
4259
4260    </div>
4261    <div id="search-results" class="d-flex flex-wrap justify-content-center text-muted mt-3"></div>
4262  </div>
4263</div>
4264
4265      </div>
4266
4267      <aside aria-label="Scroll to Top">
4268        <button id="back-to-top" type="button" class="btn btn-lg btn-box-sha
4268dow">
4269          <i class="fas fa-angle-up"></i>
4270        </button>
4271      </aside>
4272    </div>
4273
4274    <div id="mask" class="d-none position-fixed w-100 h-100 z-1"></div>
4275
4276    
4277      <aside
4278  id="notification"
4279  class="toast"
4280  role="alert"
4281  aria-live="assertive"
4282  aria-atomic="true"
4283  data-bs-animation="true"
4284  data-bs-autohide="false"
4285>
4286  <div class="toast-header">
4287    <button
4288      type="button"
4289      class="btn-close ms-auto"
4290      data-bs-dismiss="toast"
4291      aria-label="Close"
4292    ></button>
4293  </div>
4294  <div class="toast-body text-center pt-0">
4295    <p class="px-2 mb-3">A new version of content is available.</p>
4296    <button type="button" class="btn btn-primary" aria-label="Update">
4297      Update
4298    </button>
4299  </div>
4300</aside>
4301
4302    
4303
4304    <!-- Embedded scripts -->
4305
4306    
4307
4308    <!--
4309  Jekyll Simple Search loader
4310  See: <https://github.com/christian-fei/Simple-Jekyll-Search>
4311-->
4312
4313
4314
4315
4316
4317<script type="3de2753e232ef4cbc263f92c-text/javascript">
4318  
4319  document.addEventListener('DOMContentLoaded', () => {
4320    SimpleJekyllSearch({
4321      searchInput: document.getElementById('search-input'),
4322      resultsContainer: document.getElementById('search-results'),
4323      json: '/assets/js/data/search.json',
4324      searchResultTemplate: '  <article class="px-1 px-sm-2 px-lg-4 px-xl-0">    <header>      <h2><a href="{url}">{title}</a></h2>      <div class="post-meta d-flex flex-column flex-sm-row text-muted mt-1 mb-1">        {categories}        {tags}      </div>    </header>    <p>{snippet}</p>  </article>',
4325      noResultsText: '<p class="mt-5">Oops! No results found.</p>',
4326      templateMiddleware: function(prop, value, template) {
4327        if (prop === 'categories') {
4328          if (value === '') {
4329            return `${value}`;
4330          } else {
4331            return `<div class="me-sm-4"><i class="far fa-folder fa-fw"></i>${value}</div>`;
4332          }
4333        }
4334
4335        if (prop === 'tags') {
4336          if (value === '') {
4337            return `${value}`;
4338          } else {
4339            return `<div><i class="fa fa-tag fa-fw"></i>${value}</div>`;
4340          }
4341        }
4342      }
4343    });
4344  });
4345</script>
vendor: 146 bytes, lines 4345-4347
4345
4346
4347  <script src="/cdn-cgi/scripts/7d0fa10a/cloudflare-static/rocket-loader.min.js" data-cf-settings="3de2753e232ef4cbc263f92c-|49" defer></script>
4347<script type="module" src="https://static.cloudflareinsights.com/beacon.min.js/v31edd6df95cf4e85bb4c19e7a9bdbcba1788362987495" integrity="sha512-iIg7k2xntmwu6/uSb5tpc/hySgZc4eoL31yB29W6tJFo2akwjPWcEqnCEdJvGexCL0KEQwVYv5BlowfhVz26hg==" data-cf-beacon='{"version":"2024.11.0","token":"31d8c3d098c746c7952d709275a71904","r":1,"spa":2}' crossorigin="anonymous"></script>
4347
4348</body>
4349</html>
4350

Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.