Dictionary Learning Python Packages

sporco

Sparse Optimisation Research Code

alphacsc

Convolution dictionary learning for time-series

mldictionary

MLDictionary is word's dictionary for several language. Available in pypi

mdla

Multivariate Dictionary Learning Algorithm

gated-sae-tf

🧩 Sparse Gated Autoencoders for TensorFlow & Keras — dictionary learning & mechanistic interpretability, batteries included. The gated SAE with the full training recipe + sparsity/sharpness reports and feature galleries. pip install gated-sae-tf

sparselandtools

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