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Author
Contributors
Project Page
http://neupy.com/
Last Commit
Nov. 16, 2017
Created
Aug. 24, 2015

Travis Dependency Status License

NeuPy v0.6.0

NeuPy is a Python library for Artificial Neural Networks. NeuPy supports many different types of Neural Networks from a simple perceptron to deep learning models.

https://github.com/itdxer/neupy/raw/master/site/_static/img/mnist-solution-code.png

Installation

$ pip install neupy

User Guide

Links

Articles

Jupyter Notebooks

Examples

Convolutional Neural Networks

Image classification

Reinforcement Learning

Recurrent Neural Networks

Autoencoders

Boltzmann Machine

MLP Neural Networks

Regression
Image classification
Visualizations
Classification

Competitive Neural Networks

SOFM Clustering
SOFM Data topology learning
Explore SOFM features
SOFM Visualizations
LVQ

Neural Networks with Radial Basis Functions

Memory based Neural Networks

Dependencies

  • Python 2.7, 3.4, 3.5, 3.6
  • Theano == 0.9.0
  • NumPy >= 1.9.0
  • SciPy >= 0.19.0
  • Matplotlib >= 1.4.0
  • graphviz == 0.5.1

Latest Releases
v0.6.0
 Sep. 10 2017
v0.5.2
 May. 29 2017
v0.5.2
 May. 21 2017
v0.5.1
 Mar. 12 2017
v0.5.0
 Feb. 5 2017