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sporco

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Sparse Optimisation Research Code: A Python package for sparse coding and dictionary learning

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::sporco

Usage Tracking

0.2.2.post1
0.2.2
0.2.1
0.2.0
0.1.12
5 / 8 versions selected
Downloads (Last 6 months): 0

Description

SPORCO is a Python package for solving optimisation problems with sparsity-inducing regularisation. These consist primarily of sparse coding and dictionary learning problems, including convolutional sparse coding and dictionary learning, but there is also support for other problems such as Total Variation regularisation and Robust PCA. The optimisation algorithms in the current version are based on the Alternating Direction Method of Multipliers (ADMM) or on the Proximal Gradient Method (PGM).

About

Summary

Sparse Optimisation Research Code: A Python package for sparse coding and dictionary learning

Last Updated

Nov 19, 2025 at 15:22

License

BSD-3-Clause

Total Downloads

268.5K

Version Downloads

1.5K

Supported Platforms

macOS-64
win-64
linux-64