google-research/hybrid_rcc

A C++ library for information theory and probability

Reverse Channel Coding Library

Table of Contents

• Introduction
• Installation

Introduction

The library contains three main components:

• A statistics module built around Eigen.
• An implementation of reverse channel coding algorithms discussed in "Algorithms for the Communication of Samples" L. Theis and N. Yosri.
• A python interface for calling algorithms. please consult hybrid_rcc_test.py for usage examples.

@inproceedings{51423,
  title	= {Algorithms for the Communication of Samples},
  author	= {Lucas Theis and Noureldin Yosri},
  year	= {2022},
  URL	= {https://arxiv.org/abs/2110.12805},
  booktitle	= {Proceedings of the 39th International Conference on Machine Learning}
}

Installation

pip install git+https://github.com/google-research/hybrid_rcc

Note: This is not an officially supported Google product.