A collection of Python extensions and tools used in BCG GAMMA's open-source libraries.

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  • License: Apache Software License (Apache Software License v2.0)
  • Author: Boston Consulting Group (BCG)
  • Requires: Python >=3.7, <4a
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Project description

pytools is an open source library containing general machine learning and visualisation utilities for reuse, including:

  • Basic tools for API development, supporting documentation, deprecation, and run-time validation

  • Support for simulating classification and regression data

  • Utilities for constructing complex expressions and rendering them as indented strings

  • Support for fitting objects to data, and testing whether an object is fitted

  • Parallelization based on the joblib package

  • A lean MVC framework for rendering basic visualizations in different styles, e.g., as matplotlib charts or as plain text

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License

pytools is licensed under Apache 2.0 as described in the LICENSE file.

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  • License: Apache Software License (Apache Software License v2.0)
  • Author: Boston Consulting Group (BCG)
  • Requires: Python >=3.7, <4a
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3.0.2

3.0.1

3.0.0

3.0rc1 pre-release

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2.1.3

2.1.2

2.1.1

2.1.0

2.1rc2 pre-release

2.1rc1 pre-release

This version

2.1rc0 pre-release

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