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Run your Machine Learning and Deep Learning workloads at any scale.

bears delivers lightning-fast data-processing, whether you need to run a single row or 100M+ rows.

bears works with your existing data tools while optimizing data-layouts between Pandas, Dask, Torch, Python dicts for maximum performance. Drop-in compatibility with the Pandas API means you can use bears today with zero code changes.

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Help build a bears!

See CONTRIBUTING for more information.

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This project is licensed under the Apache-2.0 License.

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Excessively Fast Processing of Multimodal DataFrames for GenAI workloads

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[v0.1.6] - Version Pinning Latest
Mar 18, 2025
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