/predictor_stacker

Linear Predictor Stacker aims at optimizing predictor's weights against a ML metric

Primary LanguagePythonApache License 2.0Apache-2.0

BuildStatusTravis CodeCov Code Health License

Linear Predictor Stacker

Features

Find best weights to linearly stack predictors against a metric.

Currently support regression and binary classification.

Code examples can be found here.

Software Requirements

  • Python 2.7 or >= 3.4
  • Numpy >= 1.11
  • Scipy >= 0.9
  • Scikit-learn >= 18.1 to run the examples or >= 17.1
  • Pandas

Installation

From GitHub:

git clone https://github.com/goldentom42/predictor_stacker.git
python setup.py install