ML Repositories

• Awesome-Deep-Neural-Network-Compression

  Summary, Code for Deep Neural Network Quantization

  Python 243 34 2 Updated 2021-02-06

• Co-Prune

  Codes for accepted paper "Cooperative Pruning in Cross-Domain Deep Neural Network Compression" in IJCAI 2019.

  Python 10 2 Updated 2020-04-15

• L-DNQ

  Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data

  Python 27 7 Updated 2021-02-04

• L-OBS

  Codes for Layer-wise Optimal Brain Surgeon

  MIT License Python 58 12 9 Updated 2021-01-25

• MetaQuant

  Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019

  Python 44 8 3 Updated 2021-02-01