Skip to content

tabnetics 1.0.0

Choose a tag to compare

View all tags
@klokedm klokedm released this 15 Apr 19:13
· 1 commit to main since this release
v1.0.0
3b4d685
This commit was signed with the committer’s verified signature.
klokedm Marko Kokol
GPG key ID: 291A93A6C5B6A43D
Verified
Learn about vigilant mode.

First stable release. See https://tabnetics.org for documentation and the interactive results browser.

Highlights

  • Production-stable: moved from beta to production-stable classification
  • 56,107 benchmark runs across 278 pipeline profiles on 63 HDLSS datasets
  • Val-21 integrated: 7 new decision-focused profiles (winner-bridge, meta-selector, prefilter, regime variants)
  • 36/63 datasets at balanced accuracy >= 0.90, 26 perfect-classification datasets
  • 41/21/1 strict-holdout SOTA split (above/within/below) — 98% at or above published ranges
  • Import-safety fix: module-level find_repo_root() no longer crashes on pip install
  • Cross-campaign technical report with Wilcoxon tests and 22-hypothesis scorecard

Install

pip install tabnetics==1.0.0

Full changelog: https://tabnetics.org/#whats-new-in-100

Assets 4
Loading