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        "description": "Python-TSNE\n===========\n\n[![travis-ci](https://api.travis-ci.org/danielfrg/tsne.svg)](https://travis-ci.org/danielfrg/tsne)\n\nPython library containing T-SNE algorithms.\n\n**Note:** [Scikit-learn v0.17](http://scikit-learn.org/stable/whats_new.html#version-0-17)\nincludes TSNE algorithms and you should probably be using them instead of this.\n\nAlgorithms\n----------\n\n### Barnes-Hut-SNE\n\nA python ([cython](http://www.cython.org)) wrapper for [Barnes-Hut-SNE](http://homepage.tudelft.nl/19j49/t-SNE.html) aka fast-tsne.\n\nI basically took [osdf's code](https://github.com/osdf/py_bh_tsne) and made it pip compliant.\n\nRequirements\n------------\n\n* [numpy](numpy.scipy.org) > =1.7.1\n* [scipy](http://www.scipy.org/) >= 0.12.0\n* [cython](cython.org) >= 0.19.1\n* [cblas](http://www.netlib.org/blas/) or [openblas](https://github.com/xianyi/OpenBLAS). Tested version is v0.2.5 and v0.2.6 (not necessary for OSX).\n\n[Anaconda](http://continuum.io/downloads) is recommended.\n\nInstallation\n------------\n\nYou can install the package from [Conda](https://conda.io/miniconda.html):\n\n```\nconda install -c maxibor tsne\n```\n\nOr from [PyPI](https://pypi.python.org/pypi):\n\n```\npip install tsne\n```\n\nOr directly from the Github repository:\n\n```\npip install git+https://github.com/danielfrg/tsne.git\n```\n\nOr using docker (could be useful for testing):\n\n```\n$ docker build -t tsne .\n$ docker run -it -v /Users/drodriguez/workspace/tsne/:/tsne tsn\n\n# Inside Docker:\n$ python setup.py install\n```\n\nUsage\n-----\n\nBasic usage:\n\n```\nfrom tsne import bh_sne\nX_2d = bh_sne(X)\n```\n\n### Examples\n\n* [Iris](http://nbviewer.ipython.org/urls/raw.github.com/danielfrg/py_tsne/master/examples/iris.ipynb)\n* [MNIST](http://nbviewer.ipython.org/urls/raw.github.com/danielfrg/py_tsne/master/examples/mnist.ipynb)\n* [word2vec on presidential speeches](https://github.com/prateekpg2455/U.S-Presidential-Speeches) via [@prateekpg2455](https://github.com/prateekpg2455)\n\nMore Information\n----------------\n\nSee *Barnes-Hut-SNE* (2013), L.J.P. van der Maaten. It is available on [arxiv](http://arxiv.org/abs/1301.3342).",
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