mlplot 0.0.0

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mlplot

Machine learning evaluation plots using matplotlib and sklearn. Check out the docs.

Install

pip install mlplot

ML Plot is runs with python 2.7, 3.5 and 3.6!

Contributing

Create a PR!

Plots

Starting from sklearn.

Classification

ROC with AUC number

Calibration

Precision-Recall

Population Histograms

Confusion Matrix

Classification Report

Regression

• Full report
  • Mean sqr error
  • Mean abs error
  • Target mean, std
  • R2
• Residual plot
• Scatter plot
• Histogram of regressor

Library Cleanup

• Try in a notebook
• Multi-model comparison
• Report to generate multiple plots at once

Development

Publish to pypi

python setup.py sdist bdist_wheel
twine upload --repository-url https://pypi.org/ dist/*