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amazon-science/bears

Python

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amazon-science/bears

Description: Excessively Fast Processing of Multimodal DataFrames for GenAI workloads

Language: Python

License: Apache-2.0

Stars: 4

Forks: 1

Open issues: 11

Created: 2025-01-21T17:37:55Z

Pushed: 2026-01-08T05:03:43Z

Default branch: main

Fork: no

Archived: no

README:

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.

![bear-in-the-night-sky](img/bear-in-the-night-sky.png)

Help build a bears!

See [CONTRIBUTING](CONTRIBUTING.md#security-issue-notifications) for more information.

License

This project is licensed under the Apache-2.0 License.

Notability

notability 3.0/10

Low traction routine repo release.