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        "description": "SimpleNet\n=========\n\n|Build Status|\n\nA simple neural network in Python\n\n-  Free software: MIT\n-  Documentation: https://simplenet-nn.readthedocs.io\n\nFeatures\n--------\n\n-  Simple interface\n-  Minimal dependencies (numpy)\n-  Runs on Pythonista on iOS\n-  Attempts to verify accuracy by comparing results with popular\n   frameworks Keras and Tensorflow\n\nIntroduction\n------------\n\nThis is a simple multilayer perceptron that I decided to build as I\nlearned a little bit about machine learning and neural networks. It\ndoesn\u2019t have many features.\n\nDependencies\n------------\n\n-  Python >= 3.5 (will likely require 3.6 eventually, if Pythonista\n   updates)\n-  numpy\n\nQuickstart\n----------\n\n1. ``pip3 install simplenet``\n2. See ``examples/``\n\nDevelopment Setup\n~~~~~~~~~~~~~~~~~\n\n1. Clone the repo:\n   ``git clone https://github.com/n8henrie/simplenet && cd simplenet``\n2. Make a virtualenv: ``python3 -m venv venv``\n3. ``source venv/bin/activate``\n4. ``pip install -e .[dev]``\n\nAcknowledgements\n----------------\n\n-  Andrew Ng\u2019s Coursera courses\n\nTODO\n----\n\nI don\u2019t really know any Latex, so if anybody wants to help me fill out\nsome of the other docstrings with pretty equations, feel free. I\u2019m also\nnot a mathematician, so if anything doesn\u2019t seem quite right, feel free\nto speak up.\n\nTroubleshooting / FAQ\n---------------------\n\n-  How can I install an older / specific version of SimpleNet?\n\n   -  Install from a tag:\n\n      -  pip install git+git://github.com/n8henrie/simplenet.git@v0.1.0\n\n   -  Install from a specific commit:\n\n      -  pip install\n         git+git://github.com/n8henrie/simplenet.git@aabc123def456ghi789\n\n.. |Build Status| image:: https://travis-ci.org/n8henrie/simplenet.svg?branch=master\n   :target: https://travis-ci.org/n8henrie/simplenet\n\n\n`Changelog <https://keepachangelog.com>`__\n==========================================\n\n0.1.2 :: 2017-12-12\n-------------------\n\n-  Update initialization (now uses something like Xavier)\n\n.. section-1:\n\n0.1.0 :: 2017-11-02\n-------------------\n\n-  First release on PyPI / GitHub.\n\n\n",
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