Metadata-Version: 1.1
Name: MLLytics
Version: 0.1.6
Summary: A library of tools for easier evaluation of ML models.
Home-page: https://github.com/scottclay/MLLytics
Author: Scott Clay
Author-email: scottclay8@gmail.com
License: MIT
Description: # MLLytics
        
        python setup.py sdist bdist_wheel
        
        Creates the package
        
        python setup.py install
        
        Installs the package from source
        
        twine upload --repository pypi *0.1.4*
        
        Upload package
        
        
        To do:
        
        * Fix size of confusion matrix
        * Update reliability plot https://machinelearningmastery.com/calibrated-classification-model-in-scikit-learn/
        * Repeated cross-validation (and x-val in general)
        * Extra output metrics
        * Brier score for calibration plot
        * joy plots
        * switch to sklearn micro average metrics? https://scikit-learn.org/stable/modules/generated/sklearn.metrics.recall_score.html#sklearn.metrics.recall_score
Platform: UNKNOWN
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Software Development
Classifier: Topic :: Scientific/Engineering
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
