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Various python machine learning classes and tools.

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pythonml

Repository containing various python machine learning modules. Several of the modules have corresponding blog plosts on my website: https://nicholastsmith.wordpress.com/.

bprop.py

A straightforward impelementation of the backpropagation algorithm for MLP networks. See this blog post for more information.

TFANN.py

A neural network module containing implementations of MLP, and CNN networks in TensorFlow. The classes in the module adhere to the scikit-learn fit, predict, score interface.

TheanoANN.py

A neural network module containing implementations of MLP networks in Theano. The classes in the module adhere to the scikit-learn fit, predict, score interface.

StockPredictor.py

A class for predicting stock price based on historical data. See this blog post for more information.

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