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Pydiverse.pipedag is a data pipeline orchestration library that organizes code into stages for data ingestion, transformation, model training, and evaluation. It supports tasks written in multiple data transformation languages, such as pandas, polars, and SQLAlchemy, and provides automatic caching, cache invalidation, and stage transactionality to improve iteration speed and pipeline reliability.
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