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A Python framework for building, running, and sharing data science workflows

Project description


Bionic is a framework for analyzing and modeling data in Python. It's designed to help you iterate faster on your research, and help your colleagues reuse your code more easily.

Bionic is in alpha and evolving rapidly. We recommend it for research projects where the dataset fits in memory. We do not recommend it for pipelines running in production.

Check out the full documentation, or go straight to Get Started.


Bionic can be installed from PyPI:

pip install bionic[standard]

You'll probably want to install Graphviz as well. See the Installation docs for more details on installing and configuring Bionic's dependencies.


See the Contribution section of our docs.


Copyright 2019 Square, Inc.

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

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