Mercurial > hg > tvii

annotate README.txt @ 69:0bb36ae047c3

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
test matrix transposition
author Jeff Hammel <k0scist@gmail.com>
date Sun, 17 Dec 2017 13:16:16 -0800
parents 2adeb95cf4d5
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
0
a70bd2cd508b initial commit
Jeff Hammel <k0scist@gmail.com>
parents:
diff changeset
1 tvii
1
92a402736bcc [reading material] mxnet
Jeff Hammel <k0scist@gmail.com>
parents: 0
diff changeset
2 ====
0
a70bd2cd508b initial commit
Jeff Hammel <k0scist@gmail.com>
parents:
diff changeset
3
64
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
4 TV2 : experiments in machine learning
26
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
5
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
6
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
7 Dependencies
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
8 ------------
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
9
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
10 `tvii` is built upon the shoulders of giants
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
11
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
12 - numpy: http://www.numpy.org/
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
13 - h5py: http://www.h5py.org/
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
14 - matplotlib: http://matplotlib.org/
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
15 - scipy: https://www.scipy.org/install.html
46
cb1a02a413bc note dependencies
Jeff Hammel <k0scist@gmail.com>
parents: 40
diff changeset
16 - sci-kit learn: http://scikit-learn.org/stable/install.html
26
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
17
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
18 For `h5py` you may need your `python-dev` package
d945a862617c note dependencies; need wheels
Jeff Hammel <k0scist@gmail.com>
parents: 1
diff changeset
19 and or `libhdf5-dev`. For `scipy` you need Lapack.
0
a70bd2cd508b initial commit
Jeff Hammel <k0scist@gmail.com>
parents:
diff changeset
20
60
38fe99071b11 [documentation] install editable instructions that work
Jeff Hammel <k0scist@gmail.com>
parents: 46
diff changeset
21 You may install these with python 3.6 using::
38fe99071b11 [documentation] install editable instructions that work
Jeff Hammel <k0scist@gmail.com>
parents: 46
diff changeset
22
38fe99071b11 [documentation] install editable instructions that work
Jeff Hammel <k0scist@gmail.com>
parents: 46
diff changeset
23 pip install -e .
38fe99071b11 [documentation] install editable instructions that work
Jeff Hammel <k0scist@gmail.com>
parents: 46
diff changeset
24
64
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
25
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
26 Useful links + software
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
27 -----------------------
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
28
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
29 - [tensorflow](https://www.tensorflow.org/)
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
30 * [Parsey McParseface](https://github.com/tensorflow/models/tree/master/syntaxnet#using-the-pre-trained-nlp-models) (SyntaxNet)
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
31 - [torch](http://torch.ch/)
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
32 - [spaCy](https://spacy.io/) (NLP)
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
33 - [NakedTensor] (https://github.com/jostmey/NakedTensor) : Bare bone examples of machine learning in TensorFlow
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
34 - [Keras](https://keras.io/) : Keras is a high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
35 - [Caffe](http://caffe.berkeleyvision.org/)
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
36 - [PaddlePaddle](http://doc.paddlepaddle.org/release_doc/0.9.0/doc/introduction/index.html): PaddlePaddle is a deep learning platform open-sourced by Baidu
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
37
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
38
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
39 Ideas
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
40 -----
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
41
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
42 * Given: a corpus of text, for a given acronym, yield
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
43 what it stands for (Bonus points: likely error rate and other
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
44 high-value matches)
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
45
2adeb95cf4d5 add more useful software + an idea
Jeff Hammel <k0scist@gmail.com>
parents: 60
diff changeset
46
1
92a402736bcc [reading material] mxnet
Jeff Hammel <k0scist@gmail.com>
parents: 0
diff changeset
47 Links
92a402736bcc [reading material] mxnet
Jeff Hammel <k0scist@gmail.com>
parents: 0
diff changeset
48 -----
92a402736bcc [reading material] mxnet
Jeff Hammel <k0scist@gmail.com>
parents: 0
diff changeset
49
38
a69d1e6ff46d [documentation] note more links
Jeff Hammel <k0scist@gmail.com>
parents: 37
diff changeset
50 Things to check out:
a69d1e6ff46d [documentation] note more links
Jeff Hammel <k0scist@gmail.com>
parents: 37
diff changeset
51
1
92a402736bcc [reading material] mxnet
Jeff Hammel <k0scist@gmail.com>
parents: 0
diff changeset
52 - mxnet : http://gluon.mxnet.io/P01-C01-introduction.html
92a402736bcc [reading material] mxnet
Jeff Hammel <k0scist@gmail.com>
parents: 0
diff changeset
53
37
59044f78d587 documentation
Jeff Hammel <k0scist@gmail.com>
parents: 26
diff changeset
54 - NakedTensor: https://github.com/jostmey/NakedTensor;
59044f78d587 documentation
Jeff Hammel <k0scist@gmail.com>
parents: 26
diff changeset
55 Bare bone examples of machine learning in TensorFlow
59044f78d587 documentation
Jeff Hammel <k0scist@gmail.com>
parents: 26
diff changeset
56
38
a69d1e6ff46d [documentation] note more links
Jeff Hammel <k0scist@gmail.com>
parents: 37
diff changeset
57 - http://pybrain.org/
a69d1e6ff46d [documentation] note more links
Jeff Hammel <k0scist@gmail.com>
parents: 37
diff changeset
58
a69d1e6ff46d [documentation] note more links
Jeff Hammel <k0scist@gmail.com>
parents: 37
diff changeset
59 - http://deeplearning.net/software/theano/
37
59044f78d587 documentation
Jeff Hammel <k0scist@gmail.com>
parents: 26
diff changeset
60
40
a7d8583f7482 [packaging] lets try out scikit learn
Jeff Hammel <k0scist@gmail.com>
parents: 38
diff changeset
61 - https://spacy.io : Industrial-Strength Natural Language Processing
a7d8583f7482 [packaging] lets try out scikit learn
Jeff Hammel <k0scist@gmail.com>
parents: 38
diff changeset
62
0
a70bd2cd508b initial commit
Jeff Hammel <k0scist@gmail.com>
parents:
diff changeset
63 ----
a70bd2cd508b initial commit
Jeff Hammel <k0scist@gmail.com>
parents:
diff changeset
64
a70bd2cd508b initial commit
Jeff Hammel <k0scist@gmail.com>
parents:
diff changeset
65 Jeff Hammel
a70bd2cd508b initial commit
Jeff Hammel <k0scist@gmail.com>
parents:
diff changeset
66
a70bd2cd508b initial commit
Jeff Hammel <k0scist@gmail.com>
parents:
diff changeset
67 http://k0s.org/hg/tvii