gognlin / NeuralNetworks

Multi-layer Perceptron

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Neural Network Toolbox

This repository contains neural networks implemented in Theano. Theano is a great optimization library that can compile functions and their gradients. It can also harness the GPU processing power if Theano is configured correctly.

The repository neural_network_theano can be used in a similar way as scikit-learn. But since neural networks can have different layers and update rules, initializing them is just a bit more complicated.

examples.py shows how to initialize a classification and a regression model and train them on different datasets.


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Multi-layer Perceptron


Language:Python 100.0%