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Awesome-Interpretability-in-Large-Language-Models ruizheliUOA

19

297

cc0-1.0

5

This repository collects all relevant resources about interpretability in LLMs

sparse-autoencoder dictionary-learning mechanistic-interpretability interpretability-and-explainability

Created 2024-06-30

56 commits to main branch, last one about a month ago

sporco bwohlberg

37

263

bsd-3-clause

16

Sparse Optimisation Research Code

admm cuda fista python sparsity robust-pca optimization sparse-coding total-variation dictionary-learning plug-and-play-priors sparse-representations optimization-algorithms convolutional-sparse-coding total-variation-minimization convolutional-dictionary-learning

Created 2016-04-21

1,116 commits to master branch, last one 7 months ago

alphacsc alphacsc

40

122

bsd-3-clause

12

Convolution dictionary learning for time-series

meg nips-2017 neurips-2018 sparse-coding dictionary-learning convolutional-sparse-coding

Created 2017-05-31

583 commits to master branch, last one 2 months ago

Fundamental-Haskell Anton-Latukha

10

122

unknown

6

Fundamental Haskell book, to the point terse statements on Haskell, Category theory, and related fields. Encyclopedic pocketbook of meaning. Zen kōan-like meditations of understanding. For quick or me...

org emacs haskell org-mode dictionary category-theory learning-resource spaced-repetition dictionary-learning philosophy-of-science functional-programming

Created 2018-03-23

3,635 commits to master branch, last one 2 years ago

sparse-plex indigits

45

99

apache-2.0

7

A MATLAB library for sparse representation problems

htp iht mod ols omp ormp k-svd cosamp clustering basis-pursuit matlab-library sparse-recovery pursuit-algorithms compressive-sensing dictionary-learning subspace-clustering sparse-representations sparse-subspace-clustering

Created 2015-06-13

820 commits to master branch, last one 2 years ago