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isotropy

Here are 3 public repositories matching this topic...

shimo-lab / Universal-Geometry-with-ICA

Discovering Universal Geometry in Embeddings with ICA (Published in EMNLP 2023)

embeddings pca emnlp principal-component-analysis whitening cross-lingual interpretability ica independent-component-analysis emnlp2023 isotropy

Updated Jun 17, 2025
Python

tomszwagier / principal-subspace-analysis

Authors' implementation of the preprint The curse of isotropy: from principal components to principal subspaces.

principal-component-analysis interpretability isotropy parsimonious-model principal-subspace-analysis

Updated Aug 26, 2024
Python

Lkangming / pysotropy

python interface to isotropy

distorted isotropy

Updated Aug 12, 2020
Python

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