.coderabbit.yaml
.gitignore
.pre-commit-config.yaml
AGENTS.md
CLAUDE.md
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
README.md
SECURITY.md
THIRD_PARTY_LICENSES.md
pyproject.toml
uv.lock
.agents/skills/docstring/SKILL.md
.agents/skills/port-external-models/SKILL.md
.agents/skills/processor-development/SKILL.md
.agents/skills/recipe-development/SKILL.md
.claude/skills
.github/CODEOWNERS
.github/copy-pr-bot.yaml
.github/workflows/doc.yml
.github/workflows/lint.yml
.github/workflows/publish.yml
.github/workflows/test-gpu.yml
.github/workflows/test.yml
benchmark/README.md
benchmark/__init__.py
benchmark/relational/relarena/README.md
benchmark/relational/relarena/kumo_relational.py
benchmark/tabular/README.md
benchmark/tabular/__init__.py
benchmark/tabular/model.py
benchmark/tabular/beyondarena/__init__.py
benchmark/tabular/beyondarena/evaluate.py
benchmark/tabular/beyondarena/main.py
benchmark/tabular/scoringbench/README.md
benchmark/tabular/scoringbench/__init__.py
benchmark/tabular/scoringbench/evaluate.py
benchmark/tabular/scoringbench/main.py
benchmark/tabular/scoringbench/models.py
benchmark/tabular/tabarena/__init__.py
benchmark/tabular/tabarena/evaluate.py
benchmark/tabular/tabarena/main.py
benchmark/tabular/talent/README.md
benchmark/tabular/talent/__init__.py
benchmark/tabular/talent/evaluate.py
benchmark/tabular/talent/main.py
benchmark/tabular/talent/models.py
docs/Makefile
docs/source/conf.py
docs/source/icl.md
docs/source/index.md
docs/source/install.md
docs/source/overview.md
docs/source/processing.md
docs/source/tensor.md
docs/source/_static/custom.css
docs/source/_templates/autosummary/class.rst
docs/source/_templates/autosummary/function.rst
docs/source/_templates/autosummary/model_class.rst
docs/source/_templates/autosummary/processor_class.rst
docs/source/_templates/autosummary/tensor_class.rst
docs/source/_templates/partials/site-foot.html
docs/source/api/evaluation.rst
docs/source/api/explain.rst
docs/source/api/models.rst
docs/source/api/nn.rst
docs/source/api/processing.rst
docs/source/api/relational.rst
docs/source/api/sdm.rst
docs/source/api/tensor.rst
docs/source/api/internal/cache.rst
docs/source/api/internal/device_mixin.rst
docs/source/api/internal/ensemble_table.rst
docs/source/api/internal/kv_cache_entry.rst
docs/source/api/internal/related_tables_schema.rst
docs/source/api/internal/relational_sampler_output.rst
docs/source/api/internal/table_schema.rst
docs/source/images/ensemble_dark.svg
docs/source/images/ensemble_light.svg
docs/source/images/graph_dark.svg
docs/source/images/graph_light.svg
docs/source/images/kumo_relational_dark.svg
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docs/source/images/kumo_tabular.svg
docs/source/images/logo_dark.svg
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docs/source/images/nvidia.svg
docs/source/images/pipeline_dark.svg
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docs/source/images/tabicl_dark.svg
docs/source/images/tabicl_light.svg
docs/source/images/table_dark.svg
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examples/README.md
examples/relational/rel_bench.py
examples/relational/salt/README.md
examples/relational/salt/main.py
examples/tabular/finetune.py
examples/tabular/quickstart.py
examples/tabular/text.py
sdm/__init__.py
sdm/_constants.py
sdm/_inference.py
sdm/_memory.py
sdm/_warnings.py
sdm/cache.py
sdm/ensemble.py
sdm/stype.py
sdm/task.py
sdm/_kernels/__init__.py
sdm/_kernels/rmsnorm_cast.py
sdm/_kernels/segment_multi_reduce.py
sdm/_kernels/triton/__init__.py
sdm/_kernels/triton/rmsnorm_cast.py
sdm/_kernels/triton/segment_multi_reduce.py
sdm/evaluation/__init__.py
sdm/evaluation/classification.py
sdm/explain/__init__.py
sdm/explain/base.py
sdm/explain/gradient.py
sdm/models/__init__.py
sdm/models/_huggingface.py
sdm/models/base.py
sdm/models/callback.py
sdm/models/ecoc.py
sdm/models/kumo/__init__.py
sdm/models/kumo/relational/NOTICE
sdm/models/kumo/relational/__init__.py
sdm/models/kumo/relational/graph.py
sdm/models/kumo/relational/invariant_gnn.py
sdm/models/kumo/relational/model.py
sdm/models/kumo/relational/recipe.py
sdm/models/kumo/relational/task.py
sdm/models/kumo/tabular/__init__.py
sdm/models/kumo/tabular/batching.py
sdm/models/kumo/tabular/block.py
sdm/models/kumo/tabular/cell_embedding.py
sdm/models/kumo/tabular/icl.py
sdm/models/kumo/tabular/model.py
sdm/models/kumo/tabular/recipe.py
sdm/models/kumo/tabular/row_embedding.py
sdm/models/tabfm/LICENSE
sdm/models/tabfm/__init__.py
sdm/models/tabfm/block.py
sdm/models/tabfm/cell_embedding.py
sdm/models/tabfm/ckpt.py
sdm/models/tabfm/icl.py
sdm/models/tabfm/model.py
sdm/models/tabfm/recipe.py
sdm/models/tabfm/row_embedding.py
sdm/models/tabiclv2/LICENSE
sdm/models/tabiclv2/__init__.py
sdm/models/tabiclv2/block.py
sdm/models/tabiclv2/ckpt.py
sdm/models/tabiclv2/icl.py
sdm/models/tabiclv2/model.py
sdm/models/tabiclv2/recipe.py
sdm/models/tabiclv2/row_embedding.py
sdm/nn/__init__.py
sdm/nn/_buffer.py
sdm/nn/attention.py
sdm/nn/glu.py
sdm/nn/linear.py
sdm/nn/rms_norm.py
sdm/nn/rope.py
sdm/nn/scaling.py
sdm/nn/set_transformer.py
sdm/nn/softplus.py
sdm/processing/__init__.py
sdm/processing/base.py
sdm/processing/ensemble.py
sdm/processing/execution.py
sdm/processing/recipe.py
sdm/processing/categorical/__init__.py
sdm/processing/categorical/_categorical.py
sdm/processing/categorical/align.py
sdm/processing/categorical/count.py
sdm/processing/categorical/impute.py
sdm/processing/categorical/shuffle.py
sdm/processing/common/__init__.py
sdm/processing/common/callable.py
sdm/processing/common/choice.py
sdm/processing/common/drop.py
sdm/processing/common/ensemble.py
sdm/processing/common/identity.py
sdm/processing/common/select.py
sdm/processing/common/sequential.py
sdm/processing/common/shuffle.py
sdm/processing/common/stype.py
sdm/processing/common/table.py
sdm/processing/common/task.py
sdm/processing/common/to_numerical.py
sdm/processing/datetime/__init__.py
sdm/processing/datetime/calendar.py
sdm/processing/numerical/__init__.py
sdm/processing/numerical/_stats.py
sdm/processing/numerical/cast.py
sdm/processing/numerical/clip.py
sdm/processing/numerical/clip_soft.py
sdm/processing/numerical/constant.py
sdm/processing/numerical/flip_sign.py
sdm/processing/numerical/impute.py
sdm/processing/numerical/pca.py
sdm/processing/numerical/power.py
sdm/processing/numerical/quantile.py
sdm/processing/numerical/quantile_clip.py
sdm/processing/numerical/random_projection.py
sdm/processing/numerical/rank_gaussian.py
sdm/processing/numerical/robust_scale.py
sdm/processing/numerical/sigma_clip.py
sdm/processing/numerical/standardize.py
sdm/processing/output/__init__.py
sdm/processing/output/reduce.py
sdm/processing/output/softmax.py
sdm/processing/output/sort.py
sdm/processing/text/__init__.py
sdm/processing/text/sentence_transformer.py
sdm/processing/text/tfidf.py
sdm/relational/__init__.py
sdm/relational/data.py
sdm/relational/join.py
sdm/relational/sampler.py
sdm/relational/task.py
sdm/relational/backend/__init__.py
sdm/relational/backend/_cugraph.py
sdm/relational/backend/_pyg_lib.py
sdm/tensor/__init__.py
sdm/tensor/categorical.py
sdm/tensor/columnar.py
sdm/tensor/mixin.py
sdm/tensor/nullable.py
sdm/tensor/string.py
sdm/tensor/table.py
sdm/tensor/var_len.py
sdm/tensor/io/__init__.py
sdm/tensor/io/arrow.py
sdm/tensor/io/cudf.py
sdm/testing/__init__.py
sdm/testing/decorators.py
sdm/testing/memory.py
structured_data_models.egg-info/PKG-INFO
structured_data_models.egg-info/SOURCES.txt
structured_data_models.egg-info/dependency_links.txt
structured_data_models.egg-info/requires.txt
structured_data_models.egg-info/scm_file_list.json
structured_data_models.egg-info/scm_version.json
structured_data_models.egg-info/top_level.txt
test/conftest.py
test/test_cache.py
test/test_ensemble.py
test/test_stype.py
test/_kernels/test_rmsnorm_cast.py
test/_kernels/test_segment_multi_reduce.py
test/evaluation/test_classification.py
test/explain/test_base.py
test/explain/test_gradient.py
test/models/test_base.py
test/models/test_ecoc.py
test/models/kumo/relational/test_model.py
test/models/kumo/tabular/test_batching.py
test/models/kumo/tabular/test_block.py
test/models/kumo/tabular/test_cell_embedding.py
test/models/kumo/tabular/test_icl.py
test/models/kumo/tabular/test_model.py
test/models/kumo/tabular/test_recipe.py
test/models/kumo/tabular/test_row_embedding.py
test/models/tabfm/test_cell_embedding.py
test/models/tabfm/test_model.py
test/models/tabiclv2/test_icl.py
test/models/tabiclv2/test_model.py
test/nn/test_attention.py
test/nn/test_buffer.py
test/nn/test_compile.py
test/nn/test_glu.py
test/nn/test_linear.py
test/nn/test_rms_norm.py
test/nn/test_rope.py
test/nn/test_scaling.py
test/nn/test_set_transformer.py
test/processing/test_contract.py
test/processing/test_ensemble.py
test/processing/test_execution.py
test/processing/test_fitted_guard.py
test/processing/test_recipe.py
test/processing/categorical/test_align.py
test/processing/categorical/test_count.py
test/processing/categorical/test_impute.py
test/processing/categorical/test_shuffle.py
test/processing/common/test_choice.py
test/processing/common/test_drop.py
test/processing/common/test_identity.py
test/processing/common/test_select.py
test/processing/common/test_sequential.py
test/processing/common/test_shuffle.py
test/processing/common/test_stype.py
test/processing/common/test_table.py
test/processing/common/test_task.py
test/processing/common/test_to_numerical.py
test/processing/datetime/test_calendar.py
test/processing/numerical/test_cast.py
test/processing/numerical/test_clip.py
test/processing/numerical/test_clip_soft.py
test/processing/numerical/test_constant.py
test/processing/numerical/test_flip_sign.py
test/processing/numerical/test_impute.py
test/processing/numerical/test_pca.py
test/processing/numerical/test_power.py
test/processing/numerical/test_quantile.py
test/processing/numerical/test_quantile_clip.py
test/processing/numerical/test_random_projection.py
test/processing/numerical/test_rank_gaussian.py
test/processing/numerical/test_robust_scale.py
test/processing/numerical/test_sigma_clip.py
test/processing/numerical/test_standardize.py
test/processing/output/test_reduce.py
test/processing/output/test_softmax.py
test/processing/output/test_sort.py
test/processing/text/test_sentence_transformer.py
test/processing/text/test_tfidf.py
test/relational/test_data.py
test/relational/test_join.py
test/relational/test_sampler.py
test/relational/backend/test_cugraph.py
test/relational/backend/test_sampler_parity.py
test/tensor/test_categorical.py
test/tensor/test_columnar.py
test/tensor/test_io.py
test/tensor/test_nullable.py
test/tensor/test_record_stream.py
test/tensor/test_string.py
test/tensor/test_table.py
test/tensor/test_var_len.py
third_party/contributor-covenant/LICENSE
third_party/pytorch/LICENSE
third_party/tabpfn-extensions/LICENSE