A collection of Python extensions and tools used in BCG GAMMA's open-source libraries.
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
License
pytools is licensed under Apache 2.0 as described in the LICENSE file.
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