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BigQuery DataFrames -- scalable analytics and machine learning with BigQuery

Project description

GA pypi versions

BigQuery DataFrames provides a Pythonic DataFrame and machine learning (ML) API powered by the BigQuery engine.

  • bigframes.pandas provides a pandas-compatible API for analytics.

  • bigframes.ml provides a scikit-learn-like API for ML.

BigQuery DataFrames is an open-source package. You can run pip install --upgrade bigframes to install the latest version.

Documentation

Getting started with BigQuery DataFrames

Try the BigQuery DataFrames quickstart to get up and running in just a few minutes.

License

BigQuery DataFrames is distributed with the Apache-2.0 license.

It also contains code derived from the following third-party packages:

For details, see the third_party directory.

Contact Us

For further help and provide feedback, you can email us at bigframes-feedback@google.com.

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