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NeuPy is a Python library for Artificial Neural Networks.

$ pip install neupy

• Documentation
• Issues
• Articles
• Available algorithms

• Password recovery
• Discrete Hopfield Network
• Boston house-prices dataset
• Visualize Backpropagation Algorithms
• MNIST classification

• MNIST, Multilayer perceptron
• Rectangle images, Multilayer perceptron
• Boston House Price prediction, Hessian algorithm
• Learning Algorithms Visualization, Gradient Descent, Momentum, RPROP and Conjugate Gradient
• IMDB review classification using CBOW and RPROP MLP

• MNIST CNN
• CIFAR10 CNN

• MNIST, Denoising Autoencoder
• MNIST, Convolutional Autoencoder
• MNIST, Stacked Convolutional Autoencoders

• Simple SOFM example

• Classify iris dataset, Probabilistic Neural Network (PNN)
• Regression using Diabetes dataset, Generilized Neural Nerwork (GRNN)
• Music-Speech audio classification, Probabilistic Neural Network (PNN)

• Sinus function approximation, CMAC
• Visualize Discrete Hopfield Neural Network energy function
• Password recovery, Discrete Hopfield Neural Network

• Python 2.7, 3.4, 3.5
• Theano >= 0.8.1
• NumPy >= 1.9.0
• SciPy >= 0.14.0
• Matplotlib >= 1.4.0

• Adding reccurent neural network layers (Issue #57)
• Bug fixing and version stabilization (Known bugs)
• Speeding up algorithms
• Adding more algorithms