-
Notifications
You must be signed in to change notification settings - Fork 0
/
cs229.html
237 lines (194 loc) · 9.58 KB
/
cs229.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
<!DOCTYPE html>
<html>
<head>
<!-- Add jQuery - KFZ on Wed Sep 9 14:42:25 CST 2020
-->
<script src="/assets/js/jquery-3.5.1.min.js"></script>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>
Stanford CS229 - Machine Learning
2020
</title>
<link rel="shortcut icon" type="image/x-icon" href="/assets/res/favicon.ico">
<!--
<link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/materialize/0.99.0/css/materialize.min.css">
-->
<link rel="stylesheet" href="/assets/css/materialize.min.css">
<link rel="stylesheet" href="/assets/css/Material+Icons.css">
<link rel="stylesheet" href="/assets/css/main.css">
<link rel="stylesheet" href="/assets/css/page.css">
<link rel="stylesheet" href="/assets/css/syntax.css">
<link rel="alternate" type="application/rss+xml" title="RSS" href="/feed.xml">
<link rel="sitemap" type="application/xml" title="Sitemap" href="/sitemap.xml">
<!-- Begin Jekyll SEO tag v2.5.0 -->
<meta name="generator" content="Jekyll v3.8.5" />
<meta property="og:title" content="Stanford CS229 - Machine Learning" />
<meta property="og:locale" content="en_US" />
<meta name="description" content="Theme based on Materialize.css for jekyll sites." />
<meta property="og:description" content="Theme based on Materialize.css for jekyll sites." />
<link rel="canonical" href="http://localhost:4000/cs229" />
<meta property="og:url" content="http://localhost:4000/cs229" />
<meta property="og:site_name" content="Everest" />
<script type="application/ld+json">
{"url":"http://localhost:4000/cs229","headline":"Stanford CS229 - Machine Learning","description":"Theme based on Materialize.css for jekyll sites.","@type":"WebPage","@context":"http://schema.org"}</script>
<!-- End Jekyll SEO tag -->
</head>
<body>
<header>
<!--
<nav class="top-nav teal">
-->
<nav class="top-nav ohio-state-scarlet">
<div class="nav-wrapper">
<div class="container">
<a class="page-title" href="/">Shravan<sup>2021</sup></a>
<img class="buckeye_leaf" src="/assets/res/sk_logo.jpg" alt="sk">
</div>
</div>
</nav>
<div class="container">
<a href="#" data-activates="slide-out" class="button-collapse top-nav full hide-on-large-only">
<i class="material-icons">menu</i>
</a>
</div>
<ul id="slide-out" class="side-nav fixed">
<li>
<div class="userView">
<div class="background"></div>
<a href="https://github.com/shravan-kumar-0811" target="_blank"><img class="circle z-depth-2" src="/assets/res/sk.jpg"></a>
<span class="white-text name">Shravan Kumar</span>
<!--
<span class="white-text email">shravanskotian0811@gmail.com</span>
-->
<span class="white-text email"><i>A Programmer, A Technologist</i></span>
</div>
</li>
<div class="userView">
<div class="background"></div>
<li class="subheader"><b>BLOG</b></li>
<li><a class="waves-effect" href="/"><i class="material-icons">home</i>Home</a></li>
<li><a class="waves-effect" href="/categories"><i class="material-icons">sort</i>Categories</a></li>
<li><a class="waves-effect" href="/tags"><i class="material-icons">label</i>Tags</a></li>
<!--
<li><a class="waves-effect" href="/feed.xml" target="_blank"><i class="material-icons">rss_feed</i>RSS</a></li>
-->
<li class="subheader"><b>COLLECTIONS</b></li>
<li><a class="waves-effect" href="/leetcode"><i class="material-icons">code</i>LeetCode</a></li>
<li class="subheader"><b>OTHERS</b></li>
<li><a class="waves-effect" href="/about"><i class="material-icons">person</i>About Me</a></li>
<!-- <li><a class="waves-effect" href="/contact"><i class="material-icons">email</i>Contact</a></li> -->
</ul>
</header>
<main>
<!--
<script src="https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML" type="text/javascript"></script>
-->
<!-- KF 02/14/2019
The following snippet is to allow single $ style inline mode.
Remember that after enabling this, you have to enter the real dollar sings with `\$`
-->
<script type="text/x-mathjax-config">
MathJax.Hub.Config({
tex2jax: {
inlineMath: [ ['$','$'], ["\\(","\\)"] ],
processEscapes: true
}
});
</script>
<script async
src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML">
</script>
<div class="container">
<div id="page-info">
<h1>
<i class="material-icons">turned_in</i> Stanford CS229 - Machine Learning </h1>
</div>
<div class="row">
<div class="col s12 tag-div">
<div class="divider"></div>
<h3>Classic</h3>
<a class="post-title" href="/cs229/01-course-synopsis" target="_blank" style="color: #bb0000">
<li>
01. Course Synopsis
</li>
</a>
<h3>Materials</h3>
<li><a href="/public/cs229/cs229-notes1.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes1.pdf</a></li>
<li><a href="/public/cs229/cs229-notes2.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes2.pdf</a></li>
<li><a href="/public/cs229/cs229-notes3.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes3.pdf</a></li>
<li><a href="/public/cs229/cs229-notes4.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes4.pdf</a></li>
<li><a href="/public/cs229/cs229-notes5.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes5.pdf</a></li>
<li><a href="/public/cs229/cs229-notes6.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes6.pdf</a></li>
<li><a href="/public/cs229/cs229-notes7a.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes7a.pdf</a></li>
<li><a href="/public/cs229/cs229-notes7b.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes7b.pdf</a></li>
<li><a href="/public/cs229/cs229-notes8.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes8.pdf</a></li>
<li><a href="/public/cs229/cs229-notes9.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes9.pdf</a></li>
<li><a href="/public/cs229/cs229-notes10.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes10.pdf</a></li>
<li><a href="/public/cs229/cs229-notes11.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes11.pdf</a></li>
<li><a href="/public/cs229/cs229-notes12.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes12.pdf</a></li>
<li><a href="/public/cs229/cs229-notes13.pdf" style="color: gray"><i class="material-icons pdf">picture_as_pdf</i> cs229-notes13.pdf</a></li>
<h3>Posts</h3>
<a class="post-title" href="/2019/03/05/cs229-lecture-6-7-svm" target="_blank">
<li>
[CS229] Lecture 6 Notes - Support Vector Machines I
<small class="post-date">05 Mar 2019</small>
</li>
</a>
<a class="post-title" href="/2019/03/04/cs229-matrix-derivatives" target="_blank">
<li>
[CS229] Properties of Trace and Matrix Derivatives
<small class="post-date">04 Mar 2019</small>
</li>
</a>
<a class="post-title" href="/2019/02/18/cs229-lecture-5-generative-learning" target="_blank">
<li>
[CS229] Lecture 5 Notes - Descriminative Learning v.s. Generative Learning Algorithm
<small class="post-date">18 Feb 2019</small>
</li>
</a>
<a class="post-title" href="/2019/02/14/cs229-lecture-4" target="_blank">
<li>
[CS229] Lecture 4 Notes - Newton's Method/GLMs
<small class="post-date">14 Feb 2019</small>
</li>
</a>
<a class="post-title" href="/2019/02/12/cs229-lecture-3" target="_blank">
<li>
[CS229] Lecture 3 Notes - LWR/Prob Interp/Logistic/Perceptron
<small class="post-date">12 Feb 2019</small>
</li>
</a>
</div>
</div>
</div>
<!-- KF 02/13/2019 -->
<!-- Add back to top button -->
<button onclick="topFunction()" id="myBtn" title="Back to top"><i class="material-icons">vertical_align_top</i></button>
<script>
// When the user scrolls down 20px from the top of the document, show the button
window.onscroll = function() {scrollFunction()};
function scrollFunction() {
if (document.body.scrollTop > 20 || document.documentElement.scrollTop > 20) {
document.getElementById("myBtn").style.display = "block";
} else {
document.getElementById("myBtn").style.display = "none";
}
}
// When the user clicks on the button, scroll to the top of the document
function topFunction() {
document.body.scrollTop = 0;
document.documentElement.scrollTop = 0;
}
</script>
</main>
<footer class="page-footer ohio-state-scarlet">
<div class="container">
© 2021 Shravan. All rights reserved. Powered by <a href="https://github.com/shravan-kumar-0811">Shravan</a>.
</div>
</footer>
<script src="//code.jquery.com/jquery-2.2.4.min.js" integrity="sha256-BbhdlvQf/xTY9gja0Dq3HiwQF8LaCRTXxZKRutelT44=" crossorigin="anonymous"></script>
<script src="//cdnjs.cloudflare.com/ajax/libs/materialize/0.99.0/js/materialize.min.js"></script>
<script src="/assets/js/main.js"></script>
</body>
</html>