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Proximal Algorithms Python Packages

Python packages with the GitHub topic proximal-algorithms. Sorted by monthly downloads, with stars and forks.
PyLops
pyproximal

PyProximal – Proximal Operators and Algorithms in Python

3K 85 21
epfl-lts2
pyunlocbox

A Python convex optimization package using proximal splitting methods

916 119 27
pmelchior
proxmin

Proximal optimization in pure python

806 120 25
lanl
scico

Scientific Computational Imaging COde

489 174 24
princeton-computational-imaging
dprox

Official code repository for ∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization (SIGGRAPH TOG 2023)

189 91 9
auggiemarignier
pxmcmc

Solving inverse problems with Proximal Markov Chain Monte Carlo

168 9 2
astro-informatics
proxnest

Proximal Nested Sampling for high-dimensional Bayesian model selection

43 27 4
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    • Sources & methodology