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NeuPy is the Artificial Neural Network library implemented in Python.

Project description

Travis Dependency Status License

NeuPy v0.3.1 (beta)

NeuPy is a Python library for Artificial Neural Networks.

Installation

$ pip install neupy

Articles

Examples

MLP Neural Networks

Convolutional Neural Networks

Autoencoders

Competitive Neural Networks

Neural Networks with Radial Basis Functions

Memory based Neural Networks

Boltzmann Machine

Dependencies

  • Python 2.7, 3.4, 3.5

  • Theano >= 0.8.1

  • NumPy >= 1.9.0

  • SciPy >= 0.14.0

  • Matplotlib >= 1.4.0

Next steps

  • Adding reccurent neural network layers (Issue #57)

  • Bug fixing and version stabilization (Known bugs)

  • Speeding up algorithms

  • Adding more algorithms

Project details


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Source Distribution

neupy-0.3.1.tar.gz (85.1 kB view hashes)

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