DImensionality REduction in JAX

22 stars 2 forks 22 watchers Python Apache License 2.0
cpu data-science data-visualization dimensionality-reduction embeddings gpu jax machine-learning pca random-projection tpu tsne umap vector-embeddings
6 Open Issues Need Help Last updated: Sep 11, 2025

Open Issues Need Help

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AI Summary: This issue proposes splitting the `HPIndex` component into its own separate package. The rationale is that `HPIndex` has evolved into a fully JAX-kernelized, hardware-agnostic kNN index, making it a distinct and valuable module. This refactoring would separate it from the main package.

Complexity: 3/5
help wanted question

DImensionality REduction in JAX

Python
#cpu#data-science#data-visualization#dimensionality-reduction#embeddings#gpu#jax#machine-learning#pca#random-projection#tpu#tsne#umap#vector-embeddings
enhancement help wanted

DImensionality REduction in JAX

Python
#cpu#data-science#data-visualization#dimensionality-reduction#embeddings#gpu#jax#machine-learning#pca#random-projection#tpu#tsne#umap#vector-embeddings

AI Summary: This issue proposes adding a new feature to HPIndex that allows users to define and integrate their own custom metrics. The description is very brief, indicating an intention to implement this functionality.

Complexity: 4/5
enhancement help wanted

DImensionality REduction in JAX

Python
#cpu#data-science#data-visualization#dimensionality-reduction#embeddings#gpu#jax#machine-learning#pca#random-projection#tpu#tsne#umap#vector-embeddings
enhancement help wanted

DImensionality REduction in JAX

Python
#cpu#data-science#data-visualization#dimensionality-reduction#embeddings#gpu#jax#machine-learning#pca#random-projection#tpu#tsne#umap#vector-embeddings
documentation enhancement help wanted

DImensionality REduction in JAX

Python
#cpu#data-science#data-visualization#dimensionality-reduction#embeddings#gpu#jax#machine-learning#pca#random-projection#tpu#tsne#umap#vector-embeddings
enhancement help wanted

DImensionality REduction in JAX

Python
#cpu#data-science#data-visualization#dimensionality-reduction#embeddings#gpu#jax#machine-learning#pca#random-projection#tpu#tsne#umap#vector-embeddings