Sparse Representations Python Packages

sporco

Sparse Optimisation Research Code

spladerunner

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

matrepr

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

holovec

Holographic vectors you can compute with. Bind structure, bundle sets, unbind components cross NumPy, PyTorch, and JAX.

cr-sparse

Functional models and algorithms for sparse signal processing

pyfeather

FEATure HashER

camiba

Compressed Sensing and Sparse Recovery Algorithms and more!

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.