https://github.com/googleapis/python-bigquery-dataframes

BigQuery DataFrames
https://github.com/googleapis/python-bigquery-dataframes

bigquery data-science machine-learning python

Last synced: 27 days ago
JSON representation

BigQuery DataFrames

• Host: GitHub
• URL: https://github.com/googleapis/python-bigquery-dataframes
• Owner: googleapis
• License: apache-2.0
• Created: 2023-07-17T22:06:16.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-04-22T11:16:29.000Z (7 months ago)
• Last Synced: 2024-04-22T12:32:55.149Z (7 months ago)
• Topics: bigquery, data-science, machine-learning, python
• Language: Python
• Homepage: https://cloud.google.com/python/docs/reference/bigframes/latest
• Size: 5.81 MB
• Stars: 151
• Watchers: 31
• Forks: 22
• Open Issues: 32
• Metadata Files:
  • Readme: README.rst
  • Changelog: CHANGELOG.md
  • Contributing: .github/CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Codeowners: .github/CODEOWNERS
  • Security: SECURITY.md
  • Support: docs/supported_pandas_apis.rst

Awesome Lists containing this project

README

        
BigQuery DataFrames

===================

|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.

.. |GA| image:: https://img.shields.io/badge/support-GA-gold.svg

   :target: https://github.com/googleapis/google-cloud-python/blob/main/README.rst#general-availability

.. |pypi| image:: https://img.shields.io/pypi/v/bigframes.svg

   :target: https://pypi.org/project/bigframes/

.. |versions| image:: https://img.shields.io/pypi/pyversions/bigframes.svg

   :target: https://pypi.org/project/bigframes/

Documentation

-------------

* `BigQuery DataFrames source code (GitHub) `_

* `BigQuery DataFrames sample notebooks `_

* `BigQuery DataFrames API reference `_

* `BigQuery DataFrames supported pandas APIs `_

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:

* `Ibis `_

* `pandas `_

* `Python `_

* `scikit-learn `_

* `XGBoost `_

For details, see the `third_party

`_

directory.

Contact Us

----------

For further help and provide feedback, you can email us at `[email protected] `_.