Top 5 network-compression open source projects

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.

Using ideas from product quantization for state-of-the-art neural network compression.

Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)

Group Fisher Pruning for Practical Network Compression(ICML2021)