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Hovercraft-like machine learning

Project description

Hover

PyPI Stage PyPI Version Travis CI Codacy Grade


Hover is a machine learning dev-time-helper library that enables smooth and effective supervision. In other words, it's an interface where you hover over and label your data.. differently. For instance, you can:

  • :seedling: annotate an intuitively selected group of data points at a time Binder Source

  • :ferris_wheel: throw a model in the loop and exploit all kinds of active learning Binder Source

  • :whale: UPCOMING cross-check with Snorkel-based distant supervision Binder Source

Check out @phurwicz/hover-binder for a complete list of demo apps.

Installation

To get the latest release version, you can use pip:

pip install hover

Installation through conda is not yet supported.

Resources

Developer

  • ./requirements.txt lists the installation requirements.
  • ./requirements-dev.txt is for developers.

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