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derivative calculation: midpoint rule
author Jeff Hammel <k0scist@gmail.com>
date Sun, 17 Dec 2017 13:51:13 -0800
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1 tvii
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2 ====
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4 TV2 : experiments in machine learning
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7 Dependencies
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8 ------------
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10 `tvii` is built upon the shoulders of giants
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12 - numpy: http://www.numpy.org/
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13 - h5py: http://www.h5py.org/
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14 - matplotlib: http://matplotlib.org/
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15 - scipy: https://www.scipy.org/install.html
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16 - sci-kit learn: http://scikit-learn.org/stable/install.html
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18 For `h5py` you may need your `python-dev` package
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19 and or `libhdf5-dev`. For `scipy` you need Lapack.
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21 You may install these with python 3.6 using::
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23 pip install -e .
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26 Useful links + software
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27 -----------------------
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29 - [tensorflow](https://www.tensorflow.org/)
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30 * [Parsey McParseface](https://github.com/tensorflow/models/tree/master/syntaxnet#using-the-pre-trained-nlp-models) (SyntaxNet)
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31 - [torch](http://torch.ch/)
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32 - [spaCy](https://spacy.io/) (NLP)
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33 - [NakedTensor] (https://github.com/jostmey/NakedTensor) : Bare bone examples of machine learning in TensorFlow
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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
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35 - [Caffe](http://caffe.berkeleyvision.org/)
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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
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39 Ideas
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40 -----
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42 * Given: a corpus of text, for a given acronym, yield
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43 what it stands for (Bonus points: likely error rate and other
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44 high-value matches)
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47 Links
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48 -----
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50 Things to check out:
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52 - mxnet : http://gluon.mxnet.io/P01-C01-introduction.html
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54 - NakedTensor: https://github.com/jostmey/NakedTensor;
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55 Bare bone examples of machine learning in TensorFlow
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57 - http://pybrain.org/
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59 - http://deeplearning.net/software/theano/
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61 - https://spacy.io : Industrial-Strength Natural Language Processing
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65 Jeff Hammel
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67 http://k0s.org/hg/tvii