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Sparse Representations Python Packages

Python packages with the GitHub topic sparse-representations. Sorted by relevance, with stars and monthly downloads.
bwohlberg
sporco

Sparse Optimisation Research Code

2K 273 40
PrithivirajDamodaran
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.

1K 34 2
alugowski
matrepr

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

900 16 0
Twistient
holovec

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

621 6 1
carnotresearch
cr-sparse

Functional models and algorithms for sparse signal processing

582 100 11
innerNULL
pyfeather

FEATure HashER

235 3 2
sebastiansemper
camiba

Compressed Sensing and Sparse Recovery Algorithms and more!

148 13 4
bdpedigo
sparse-decomposition

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

75 2 1
fubel
sparselandtools

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

3 92 21
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