LICENSE
README.md
pyproject.toml
multabench/__init__.py
multabench/constants.py
multabench/result_keys.py
multabench.egg-info/PKG-INFO
multabench.egg-info/SOURCES.txt
multabench.egg-info/dependency_links.txt
multabench.egg-info/requires.txt
multabench.egg-info/top_level.txt
multabench/baselines/__init__.py
multabench/baselines/abstract_model.py
multabench/baselines/autogluon_mm.py
multabench/baselines/catboost.py
multabench/baselines/causilo.py
multabench/baselines/contexttab.py
multabench/baselines/exaone_tabular.py
multabench/baselines/kumo_tabular.py
multabench/baselines/lgbm.py
multabench/baselines/random_forest.py
multabench/baselines/realmlp.py
multabench/baselines/tabdpt.py
multabench/baselines/tabdpt13.py
multabench/baselines/tabfm.py
multabench/baselines/tabicl_v2.py
multabench/baselines/tabldm.py
multabench/baselines/tabm.py
multabench/baselines/tabpfn.py
multabench/baselines/tabstar_v1.py
multabench/baselines/tabstar_v1p1.py
multabench/baselines/xgboost.py
multabench/baselines/benchmarks/__init__.py
multabench/baselines/benchmarks/evaluate.py
multabench/baselines/preprocessing/__init__.py
multabench/baselines/preprocessing/categorical.py
multabench/baselines/preprocessing/dates.py
multabench/baselines/preprocessing/feature_types.py
multabench/baselines/preprocessing/image_embeddings.py
multabench/baselines/preprocessing/nulls.py
multabench/baselines/preprocessing/numerical.py
multabench/baselines/preprocessing/target.py
multabench/baselines/preprocessing/text_embeddings.py
multabench/baselines/preprocessing/validation.py
multabench/baselines/training/__init__.py
multabench/baselines/training/metrics.py
multabench/benchmark/__init__.py
multabench/benchmark/collect.py
multabench/benchmark/load.py
multabench/benchmark/metrics.py
multabench/benchmark/runs.py
multabench/benchmark/splits.py
multabench/benchmark/sweep.py
multabench/benchmark/utils/__init__.py
multabench/benchmark/utils/constants.py
multabench/benchmark/utils/curation.py
multabench/datasets/__init__.py
multabench/datasets/all_datasets.py
multabench/datasets/hub.py
multabench/datasets/info.py
multabench/datasets/objects.py
multabench/datasets/revisions.json
multabench/datasets/revisions.py
multabench/dino/__init__.py
multabench/dino/constants.py
multabench/dino/dino_finetune.py
multabench/dino/image_loading.py
multabench/e5/__init__.py
multabench/e5/constants.py
multabench/e5/e5_finetune.py
multabench/embeddings/__init__.py
multabench/embeddings/compute.py
multabench/embeddings/embed.py
multabench/embeddings/embed_sweep.py
multabench/embeddings/hub.py
multabench/embeddings/jobs.py
multabench/finetune/train_args.py
multabench/finetune/utils.py
multabench/leaderboard/__init__.py
multabench/leaderboard/elo.py
multabench/leaderboard/export.py
multabench/leaderboard/large_results.py
multabench/leaderboard/paper_results.py
multabench/leaderboard/plots.py
multabench/leaderboard/published.py
multabench/leaderboard/utils.py
multabench/leaderboard/data/__init__.py
multabench/leaderboard/data/keys.py
multabench/leaderboard/data/loading.py
multabench/leaderboard/models/CatBoost.csv
multabench/leaderboard/models/Causilo.csv
multabench/leaderboard/models/ConTextTab.csv
multabench/leaderboard/models/Kumo-Tabular-Medium.csv
multabench/leaderboard/models/Kumo-Tabular-Small.csv
multabench/leaderboard/models/Kumo-Tabular.csv
multabench/leaderboard/models/LightGBM.csv
multabench/leaderboard/models/RandomForest.csv
multabench/leaderboard/models/RealMLP.csv
multabench/leaderboard/models/TabDPT.csv
multabench/leaderboard/models/TabFM.csv
multabench/leaderboard/models/TabICLv2.csv
multabench/leaderboard/models/TabM.csv
multabench/leaderboard/models/TabPFN-3.5-Fast.csv
multabench/leaderboard/models/TabPFN-3.5.csv
multabench/leaderboard/models/TabPFN-3.csv
multabench/leaderboard/models/TabPFN-v2.csv
multabench/leaderboard/models/TabPFN-v2p5.csv
multabench/leaderboard/models/TabSTAR.csv
multabench/leaderboard/models/XGBoost.csv
multabench/preprocessing/__init__.py
multabench/preprocessing/discretize.py
multabench/preprocessing/splits.py
multabench/scripts/do_leaderboard.py
multabench/utils/__init__.py
multabench/utils/devices.py
multabench/utils/encoders.py
multabench/utils/hardware.py
multabench/utils/logging.py
multabench/utils/profiling.py
multabench/utils/timing.py
multabench/utils/warnings.py
tests/test_collect.py
tests/test_core_imports.py
tests/test_datasets_info.py
tests/test_elo.py
tests/test_embeddings.py
tests/test_feature_types.py
tests/test_hardware.py
tests/test_hub.py
tests/test_leaderboard_results.py
tests/test_metrics.py
tests/test_official_commit.py
tests/test_profiling.py
tests/test_published_results.py
tests/test_registry.py
tests/test_space_data.py
tests/test_splits.py
tests/test_sweep.py
tests/test_tabstar_mapping.py
tests/test_text_embeddings.py
tests/test_timing.py