bamler-lab / constriction
Entropy coders for research and production in Python and Rust.
☆87Updated 3 weeks ago
Alternatives and similar repositories for constriction:
Users that are interested in constriction are comparing it to the libraries listed below
- Entropy coding / arithmetic coding for PyTorch☆248Updated 2 years ago
- ☆145Updated 2 years ago
- Compression tools for machine learning researchers☆83Updated last year
- Data compression in JAX☆61Updated 4 months ago
- Official repo for the ICLR22 paper "Towards Empirical Sandwich Bounds on the Rate-Distortion Function"☆10Updated 2 years ago
- Training platform for End-to-End compression models, losses and metrics defined in Compressai☆20Updated last year
- ☆35Updated 4 years ago
- Low-complexity neural image & video codec.☆137Updated last week
- Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"☆48Updated last year
- PyTorch code for the CVPR'20 paper "Learning Better Lossless Compression Using Lossy Compression"☆62Updated last year
- Pytorch implementation of COIN, a framework for compression with implicit neural representations 🌸☆148Updated 3 years ago
- Official code for "Computationally-Efficient Neural Image Compression with Shallow Decoders", ICCV 2023☆28Updated 5 months ago
- TensorFlow implementation of SwinT-ChARM (Transformer-Based Transform Coding, ICLR 2022)☆38Updated last year
- ☆77Updated 2 months ago
- ☆16Updated 2 years ago
- ☆13Updated 2 years ago
- a fast range coder in C++, using SSE☆67Updated last year
- Pytorch implementation of COIN++ 🍁☆70Updated 2 years ago
- ☆61Updated 2 years ago
- YAECL: Yet Another Entropy Coding Library for Neural Compression Research, with Arithmetic Coding and Asymmetric Numeral Systems support☆34Updated last year
- CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled f…☆90Updated last week
- ☆15Updated 2 years ago
- Authors' PyTorch implementation of lossy image compression methods based on hierarchical VAEs☆65Updated 5 months ago
- ☆61Updated 2 years ago
- DVC-P: Deep Video Compression with Perceptual Optimizations☆13Updated 3 years ago
- ☆23Updated 3 weeks ago
- Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables☆269Updated 2 years ago
- Code for "The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric"☆24Updated last year
- ☆12Updated 2 years ago
- ☆26Updated last year