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sporco 0.1.8

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

Package Documentation

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. In the current version all of the optimisation algorithms are based on the Alternating Direction Method of Multipliers (ADMM).

File Type Py Version Uploaded on Size
sporco-0.1.8-py2-none-any.whl (md5) Python Wheel py2 2017-11-04 8MB
sporco-0.1.8-py3-none-any.whl (md5) Python Wheel py3 2017-11-04 8MB
sporco-0.1.8.tar.gz (md5) Source 2017-11-04 8MB