Sparse Representations Python Packages

sporco

Sparse Optimisation Research Code

matrepr

Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.

spladerunner

Lite weight wrapper for the independent implementation of SPLADE++ models for search & retrieval pipelines. Models and Library created by Prithivi Da, For PRs and Collaboration checkout the readme.

cr-sparse

Functional models and algorithms for sparse signal processing

holovec

Hyperdimensional Computing / Vector Symbolic Architectures library

pyfeather

FEATure HashER

camiba

Compressed Sensing Algorithms for Python

sparse-decomposition

Implementations from "A New Basis for Sparse PCA" paper at https://arxiv.org/abs/2007.00596

sparselandtools

:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.