MinPy
stable

Basics

  • MinPy installation guide
  • Logistic regression tutorial
  • NumPy under MinPy, with GPU
  • Autograd in MinPy
  • Transparent Fallback

Advanced Tutorials

  • Complete solver and optimizer guide
  • CNN Tutorial
  • RNN Tutorial
  • RNN on MNIST
  • Reinforcement learning with policy gradient
  • Improved RL with Parallel Advantage Actor-Critic
  • Complete model builder guide
  • Learning Deep Learning with MinPy

Features

  • Select Policy for Operations
  • Show Operation Dispatch Statistics
  • Select Context for MXNet
  • Customized Operator
  • MinPy IO
  • Limitation and Pitfalls
  • Supported GPU operators

Visualization

  • Visualization with TensorBoard
  • Visualizing Solvers with TensorBoard

Developer Documentation

  • How to build and release
  • Add to MinPy’s operators
  • MinPy API

History and Acknowledgement

  • History and Credits
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© Copyright 2016, DMLC. Revision ecbcd1f5.

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