Popular GitHub Repositories for Network Compression

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design

Knowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)

AIMET GitHub pages documentation