Asymmetric numeral systems (ANS)非对称数字系统最全资料整理

最近在看Asymmetric numeral systems (ANS),一开始能找到的资料非常少,后面不断的从各个渠道找到一些参考材料,在这里整理一下:

论文

Jarek Duda的几篇:
Asymmetric numeral systems
Asymmetric numeral systems: entropy coding combining speed of Huffman coding with compression rate of arithmetic coding
The use of asymmetric numeral systems as an accurate replacement for Huffman coding

简介:
Interleaved entropy coders

硬件架构:
An Architecture for Asymmetric Numeral Systems Entropy Decoder - A Comparison with a Canonical Huffman Decoder

用到ANS的几篇论文:
Practical lossless compression with latent variables using bits back coding
HiLLoC: Lossless Image Compression with Hierarchical Latent Variable Models

相关博客

Understanding Asymmetric Numeral Systems
What is Asymmetric Numeral Systems?
对 ANS 算法的简单介绍

算法实现

官方实现:AsymmetricNumeralSystemsToolkit
rANS的C实现: ryg_rans
python实现: Craystack
tANS的python实现: Py-tANS

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