alteryx / alteryx/evalml

Sparse matrix support

Open
#644 0 comments 0 reactions 0 assignees View on GitHub
needs design new feature performance
Dominant language
Python
Stars
850
Forks
96
PR merge metrics
No merged PRs in 30d

Description

Many of our components can support passing [sparse matrices](https://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.csr_matrix.html), which is critical for large sparse datasets. Note in addition to figuring out which components and pipelines could support this without an overhaul, we'd also have to update our CV data splitting code, data checks code, and probably much more.

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.