Open Issues Need Help
View All on GitHub Split HPIndex off the main package about 2 months ago
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
Add transform() called after fit() about 2 months ago
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
Add a user-defined metric to HPIndex about 2 months ago
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
Add more metrics to HPIndex about 2 months ago
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
Add more benchmarks for single-cell transcriptomics about 2 months ago
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
(Re)implement fit(), fit_transform(), and transform() methods about 2 months ago
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