8000 GitHub - eyurtsev/grumpy: A cross-validation package for the cranky data-scientist
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Grumpy

https://travis-ci.org/eyurtsev/grumpy.svg?branch=master

A package for the cranky data scientist to make cross-validation into an over-abstracted mess that may yet still end up saving on some typing.

Attention

  • This package is a prototype, and breaking changes are imminent.
  • No PRs will be accepted.
  • This package is a prototype, and breaking changes will happen.

Goals

Try to make the following common tasks suck less:

  • Column name awareness b/c columns aren't John Smiths and/or Jane Does.
  • View model predictions on individual instances.
  • Get model coefficients and metrics.
  • Compare models side by side.
  • Work with multiple 3rd party models simultaenously (e.g., statsmodels and sklearn).

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A cross-validation package for the cranky data-scientist

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