-
Notifications
You must be signed in to change notification settings - Fork 51
/
Copy pathcommunity.html
226 lines (223 loc) · 13.2 KB
/
community.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
<!doctype html>
<html class="no-js" dir="ltr" lang="en-US">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=1100">
<title>Apache MADlib</title>
<link rel="shortcut icon" href="favicon.ico" />
<link rel='stylesheet' href='style.css' type='text/css' media='all' />
<script type='text/javascript' src='jquery-1.10.2.min.js'></script>
<script type='text/javascript' src='master.js'></script>
</head>
<body class="page page-id-7 page-template page-template-default">
<div class="header">
<div class="container">
<a href="index.html" class="logo">
Home
</a>
<div class="nav">
<div class="menu-primary-navigation-container"><ul id="menu-primary-navigation" class="menu"><li id="menu-item-27" class="menu-item menu-item-type-post_type menu-item-object-page page_item page-item-18 current_page_item menu-item-27"><a href="index.html">Home</a></li>
<li id="menu-item-28" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-28"><a href="product.html">Product</a></li>
<li id="menu-item-25" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-25"><a title="Documentation" href="documentation.html">Documentation</a></li>
<li id="menu-item-24" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-24"><a href="community.html">Community</a></li>
<li id="menu-item-26" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-26 nav-button last"><a href="download.html">Download</a></li>
</ul>
</div>
</div>
</div>
</div><div class="primary-content">
<div class="container section-head">
<div class="section-name">
<h1 class="h2">Community</h1>
</div>
</div>
<div class="container history">
<div class="row">
<div class="span4">
<a href="https://www.youtube.com/watch?v=FhivplHZ4Q8"><img src='_media/video-community.png'></a>
</div>
<div class="span8">
<p>Apache MADlib is an open source project that endeavors to adhere in all respects to the principles of <a href="https://apache.org/foundation/governance/">The Apache Way</a>.</p>
<p>MADlib grew out of discussions between database engine developers, data scientists, IT architects and academics interested in new approaches to scalable, sophisticated in-database analytics. These discussions were written up in a paper in VLDB 2009 that coined the term “MAD Skills” for data analysis. The MADlib software project began the following year as a collaboration between researchers at UC Berkeley and engineers and data scientists at EMC/Greenplum (later Pivotal).</p>
<p>In September 2015 MADlib was accepted into the Apache Software Foundation Incubator and graduated to a Top Level Project in July 2017.</p>
<p>Some of the past and present participants in this project are:</p>
<br/>
<br/>
</div>
</div>
<div class="row">
<div class="span3 simple-box">
<a href="https://pivotal.io/" class="center">
<div class="history-logo">
<img src="_media/logos/vmw.png" alt="">
</div>
<h4><small>Providing core development and scalability testing</small></h4>
<div class="more"><p class="inline-block pointer point-right">Learn More</p></div>
</a>
</div>
<div class="span3 simple-box">
<a href="https://db.cs.berkeley.edu/jmh/" class="center">
<div class="history-logo">
<img src="_media/logos/berkeley.png" alt="">
</div>
<h4><small>Providing key research and development of scalable estimators</small></h4>
<div class="more"><p class="inline-block pointer point-right">Learn More</p></div>
</a>
</div>
<div class="span3 simple-box">
<a href="https://cs.stanford.edu/people/chrismre/" class="center">
<div class="history-logo">
<img src="_media/logos/stanford.png" alt="">
</div>
<h4><small>Providing key research in the area of convex optimization</small></h4>
<div class="more"><p class="inline-block pointer point-right">Learn More</p></div>
</a>
</div>
<div class="span3 simple-box">
<a href="https://www.cise.ufl.edu/people/faculty/daisyw" class="center">
<div class="history-logo">
<img src="_media/logos/florida.png" alt="">
</div>
<h4><small>Providing key research into text analytics</small></h4>
<div class="more"><p class="inline-block pointer point-right">Learn More</p></div>
</a>
</div>
<div class="span3 simple-box">
<a href="https://cseweb.ucsd.edu/~arunkk/" class="center">
<div class="history-logo">
<img src="_media/logos/ucsd.png" alt="">
</div>
<h4><small>Providing key research in artificial neural networks on distributed systems</small></h4>
<div class="more"><p class="inline-block pointer point-right">Learn More</p></div>
</a>
</div>
</div>
<h4 class="center">If you are interested in joining our project please consider joining our <a href="#user-resources" title="User Info Page">User</a> or <a href="#dev-resources" title="Devel Info Page">Developer</a> mailing lists</a>. Everyone is welcome.</h4>
</div>
<div class="container section">
<div class="row">
<div class="span4">
<h2>Reporting Issues</h2>
</div>
<div class="span8">
<p>We need your feedback, so if you find a bug, would like to suggest an improvement, or create a request then please follow the steps below to let us know.</p>
<ul>
<li>Start by logging into <a href="https://issues.apache.org/jira/browse/MADLIB" title="System Dashboard - MADlib JIRA">MADlib JIRA</a>. If you don’t have an account yet you can create one yourself.</li>
<li>To report a bug:</li>
<ol class="list-nested">
<li>Create a new issue -> Bug.</li>
<li>Fill in the required (and optional) fields.</li>
</ol>
<li>To suggest an improvement or a new feature:</li>
<ol class="list-nested">
<li>Create a new issue -> New Feature.</li>
<li>Fill in the required (and optional) fields.</li>
</ol>
<li>Submit the issue. You should receive an email confirmation. Thanks for your feedback! </li>
</ul>
</div>
</div>
</div>
<a name='user-resources' id='user-resources'></a>
<div class="container section">
<div class="row">
<div class="span4">
<h2>User Resources</h2>
</div>
<div class="span8">
<h4><a href="https://mail-archives.apache.org/mod_mbox/madlib-user/" title="ASF Mail">User Forum</a></h4>
<p>Our online user forum open to discuss any topics of interest to users of the product.</p>
<ul>
<li><a href="mailto:[email protected]" title="User Info Page">Subscribe</a> to our user forum</li>
<li><a href="https://mail-archives.apache.org/mod_mbox/madlib-user/" title="The User Archives">Browse</a> our user forum archives</li>
</ul>
</div>
</div>
</div>
<a name='dev-resources' id='dev-resources'></a>
<div class="container section">
<div class="row">
<div class="span4">
<h2>Developer Resources</h2>
</div>
<div class="span8">
<h4><a href="https://mail-archives.apache.org/mod_mbox/madlib-dev/" title="Gmane Loom">Developer Forum</a></h4>
<p>Our online developer forum open to discuss any topics of interest to open source contributors.</p>
<ul>
<li><a href="mailto:[email protected]" title="Devel Info Page">Subscribe</a> to our developer forum</li>
<li><a href="https://mail-archives.apache.org/mod_mbox/madlib-dev/" title="The Devel Archives">Browse</a> our developer forum archives</li>
</ul>
<a name='contribution' id='contribution'></a>
<h4><a href="https://github.com/madlib/madlib/wiki/Contribution-Guide">Contribution Guide</a></h4>
<p>Step by step instructions guiding you through tho MADlib contribution model</p>
<ul>
<li><a href="https://cwiki.apache.org/confluence/display/MADLIB/Contribution+Guidelines" title="MADlib Contribution Guide">https://cwiki.apache.org/confluence/display/MADLIB/Contribution+Guidelines</a></li>
</ul>
<h4><a href="https://github.com/apache/madlib" title="madlib/madlib @ GitHub">Source Code Repository</a></h4>
<ul>
<li>Source code available on github, contributions welcome <a href="https://github.com/apache/madlib" title="madlib/madlib @ GitHub">https://github.com/apache/madlib</a></li>
</ul>
<h4>Design Documents</h4>
<p>There are several resources aimed at helping new developers understand how MADlib is designed</p>
<ul>
<li><a href="https://cwiki.apache.org/confluence/display/MADLIB/Architecture">MADlib Architecture</a></li>
<li><a href="https://cwiki.apache.org/confluence/display/MADLIB/Module+Anatomy">Anatomy of a MADlib Module</a></li>
<li><a href="https://cwiki.apache.org/confluence/display/MADLIB/SQL+API+Guide">MADlib SQL API Style Guide</a></li>
<li><a href="design.pdf">Technical Design Document</a></li>
</ul>
</div>
</div>
</div>
<div class="resources">
<div class="container por">
<div class="row">
<ul class="list-unstyled">
<li class="span4">
<a name='research' id='research'></a>
<h2><small>Research</small></h2>
<p>Interaction and collaboration with the open source and academic communities continues to be a core foundation of our project. We have papers published in major conferences. Including:</p>
<ul>
<li><a href="https://db.cs.berkeley.edu/papers/vldb09-madskills.pdf">MAD Skills – VLDB 2009</a></li>
<li><a href="https://amplab.cs.berkeley.edu/publication/hybrid-in-database-inference-for-declarative-information-extraction/">Hybrid In-Database Inference for Declarative Information Extraction – SIGMOD 2011</a></li>
<li><a href="https://www.cs.stanford.edu/~chrismre/papers/bismarck-full.pdf">Towards a Unified Architecture for In-Database Analytics – SIGMOD 2012</a></li>
<li><a href="https://www.eecs.berkeley.edu/Pubs/TechRpts/2012/EECS-2012-38.html">The MADlib Analytics Library or MAD Skills, the SQL – VLDB 2012</a></li>
<li><a href="https://adalabucsd.github.io/papers/TR_2021_Cerebro-DS.pdf">Distributed Deep Learning on Data Systems: A Comparative Analysis of Approaches – 2021</a></li>
</ul>
</li>
<li class="span4">
<a name='datasets' id='datasets'></a>
<h2><small>Datasets</small></h2>
<p>There is a growing set of publically available datasets. Here are some examples:</p>
<ul>
<li><a href="https://archive.ics.uci.edu/ml/index.php">UCI Machine Learning Repository</a></li>
<li><a href="https://datasetsearch.research.google.com/">Google Dataset Search</a></li>
<li><a href="https://www.kaggle.com/datasets">Kaggle Datasets</a></li>
<li><a href="https://www.kdnuggets.com/datasets/index.html">KDnuggets List of Datasets</a></li>
</ul>
</li>
<li class="span4">
<h2><small>Related Products</small></h2>
<ul>
<li><a href="https://postgresql.org">PostgreSQL</a></li>
<li><a href="https://greenplum.org/">Greenplum Database</a></li>
<li><a href="https://cran.r-project.org/web/packages/PivotalR/">PivotalR</a></li>
</ul>
</li>
</ul>
</div>
</div>
</div> </div>
<div class="footer">
<div class="container">
<img src='https://apache.org/images/asf-logo.gif' width="310" height="80"/>
<br/>
<br/>
<p>
Copyright © <script> var d = new Date();document.write(d.getFullYear());</script> <a href='https://www.apache.org/'>The Apache Software Foundation</a>, Licensed under the <a href='https://www.apache.org/licenses/LICENSE-2.0'>Apache License, Version 2.0.</a>
<br>
Apache, Apache MADlib, the Apache feather and the MADlib logo are trademarks of The Apache Software Foundation
</p>
</div>
</div>
</body>
</html>