[Dataset] Integrating GitTables and Tabular Methods#58
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luizfacury wants to merge 7 commits intogalilai-group:mainfrom
Open
[Dataset] Integrating GitTables and Tabular Methods#58luizfacury wants to merge 7 commits intogalilai-group:mainfrom
luizfacury wants to merge 7 commits intogalilai-group:mainfrom
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Don't approve this yet if you see this - still working on things |
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This pull request introduces foundational support for tabular datasets in the codebase, with a focus on the new GitTables dataset. It adds a comprehensive documentation page for GitTables, implements base classes for tabular data handling, and integrates the new tabular module throughout the package. The most important changes are outlined below.
Tabular Dataset Infrastructure
TabularDataset,TabularTaskInfo, andTabularBaseDatasetBuilderclasses tostable_datasets/tabular/base.py, providing a standardized way to represent, access, and split tabular datasets using Arrow tables and pandas DataFrames. These classes also support cross-validation splits and metadata handling.stable_datasets/tabularmodule and exposedTabularDataset,TabularTaskInfo,TabularBaseDatasetBuilder, andGitTablesin its__init__.py.tabularmodule in the top-levelstable_datasets/__init__.pyand updated the__all__list to include it.GitTables Dataset Integration
docs/source/datasets/gittables.rst, describing its structure, metadata, usage examples, cache layout, and references.