Mercurial > pylearn

annotate doc/v2_planning/existing_python_ml_libraries.txt @ 1189:0e12ea6ba661

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
fix many rst syntax error warning.
author Frederic Bastien <nouiz@nouiz.org>
date Fri, 17 Sep 2010 20:55:18 -0400
parents 4eaf576c3e9a
children 53937045f6c7
rev   line source
1008
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
1 Committee members: GD, DWF, IG, DE
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
2
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
3 This committee will investigate the possibility of interfacing and/or
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
4 borrowing from other Python machine learning libraries that exist out there.
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
5 Some questions that we need to answer:
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
6
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
7 * How much should we try to interface with other libraries?
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
8 * What parts can we and should we implement ourselves and what should we leave
1189
0e12ea6ba661 fix many rst syntax error warning.
Frederic Bastien <nouiz@nouiz.org>
parents: 1042
diff changeset
9 to the other libraries?
1008
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
10
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
11 Preliminary list of libraries to look at:
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
12
1039
730c00950957 signed myself, Razvan, and Guillaume up for some existing libraries to review
Ian Goodfellow
parents: 1035
diff changeset
13 * Pybrain Razvan
730c00950957 signed myself, Razvan, and Guillaume up for some existing libraries to review
Ian Goodfellow
parents: 1035
diff changeset
14 * MDP Ian
730c00950957 signed myself, Razvan, and Guillaume up for some existing libraries to review
Ian Goodfellow
parents: 1035
diff changeset
15 * Orange (http://www.ailab.si/orange/) Ian (but could trade)
1034
564c069134c2 added more software & links
Dumitru Erhan <dumitru.erhan@gmail.com>
parents: 1021
diff changeset
16 * PyML (http://pyml.sourceforge.net/)
1042
4eaf576c3e9a dumi's choices
Dumitru Erhan <dumitru.erhan@gmail.com>
parents: 1040
diff changeset
17 * mlpy (https://mlpy.fbk.eu/) Dumitru
4eaf576c3e9a dumi's choices
Dumitru Erhan <dumitru.erhan@gmail.com>
parents: 1040
diff changeset
18 * APGL (http://packages.python.org/apgl/) Dumitru
1040
875d53754bd0 Picked MontePython as second ML library to look into
gdesjardins
parents: 1039
diff changeset
19 * MontePython (http://montepython.sourceforge.net/) Guillaume (but could trade)
1008
a5886b394bda Updating with talking points from Sept. 2 discussion
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
diff changeset
20 * Shogun python bindings
1039
730c00950957 signed myself, Razvan, and Guillaume up for some existing libraries to review
Ian Goodfellow
parents: 1035
diff changeset
21 * libsvm python bindings Ian (but could trade)
730c00950957 signed myself, Razvan, and Guillaume up for some existing libraries to review
Ian Goodfellow
parents: 1035
diff changeset
22 * scikits.learn Guillaume (but could trade)
1034
564c069134c2 added more software & links
Dumitru Erhan <dumitru.erhan@gmail.com>
parents: 1021
diff changeset
23
564c069134c2 added more software & links
Dumitru Erhan <dumitru.erhan@gmail.com>
parents: 1021
diff changeset
24 Also check out http://scipy.org/Topical_Software#head-fc5493250d285f5c634e51be7ba0f80d5f4d6443
1189
0e12ea6ba661 fix many rst syntax error warning.
Frederic Bastien <nouiz@nouiz.org>
parents: 1042
diff changeset
25 - scipy.org's ``topical software'' section on Artificial Intelligence and Machine Learning