Skip to content

Releases: soda-inria/tabicl

TabICL 0.1.3

08 Jul 09:53
Compare
Choose a tag to compare

v0.1.2

20 May 05:50
Compare
Choose a tag to compare

What's Changed

  • Fix bug when the number of classes exceeds 100 (Issue #8)
  • Fix recursion error in the _latin_squares method of FeatureShuffler (Issue #9)
  • docs: add alternate installation option by @TheFloatingString in #10

Full Changelog: v0.1.1...v0.1.2

TabICL 0.1.1

06 May 10:04
Compare
Choose a tag to compare

What's Changed

Add a better-performing checkpoint

Full Changelog: v0.1.0...v0.1.1

TabICL 0.1.0

05 May 12:45
Compare
Choose a tag to compare

What's Changed

Open-source pretraining code

Full Changelog: v0.0.6...v0.1.0

TabICL 0.0.6

19 Mar 14:17
Compare
Choose a tag to compare

What's Changed

  • fix (TabICLClassifier): convert output tensor to float before moving to numpy (df1e504)

When AMP is enabled, PyTorch tensors may be in float16. Explicitly casting to float32 ensures stability and prevents errors.

Full Changelog: v0.0.5...v0.0.6

TabICL 0.0.5

19 Mar 13:18
Compare
Choose a tag to compare

What's Changed

  • Fix: Normalize probabilities of TabLCLClassifier's predict_proba to sum to 1 (44c2d27)

Full Changelog: v0.0.4...v0.0.5

TabICL 0.0.4

18 Mar 07:39
Compare
Choose a tag to compare

What's Changed

Full Changelog: v0.0.3...v0.0.4

TabICL 0.0.3

17 Mar 17:07
Compare
Choose a tag to compare

What's Changed

  • Implemented n_jobs in TabICLClassifier by @dholzmueller in #4
  • Added inference_config in TabICLClassifier for advanced fine-grained control over TabICL

Full Changelog: v0.0.2...v0.0.3

TabICL 0.0.2

13 Mar 13:29
Compare
Choose a tag to compare

Improvements & Bug Fixes:

  1. Properly handle DataFrames with integer-type column names (Issue #2)

  2. Enhance checkpoint download from Hugging Face Hub

  3. Enable skip_check_array in _validate_data for scikit-learn>=1.6

TabICL 0.0.1

12 Mar 11:32
Compare
Choose a tag to compare

TabICL inference code