Decide which metrics to include in first iteration of package - Githubissues

alan-turing-institute / learning-machines-drift

A Python package for monitoring dataset drift in secure environments

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Decide which metrics to include in first iteration of package #3

Open OscartGiles opened 2 years ago

OscartGiles commented 2 years ago

What metrics do we want for the demo, and which packages provide implementations

SDV:
- Likelihood
Interpretability https://www.youtube.com/watch?v=9MJ3nxyE1Lc

OscartGiles commented 2 years ago

Model Calibration https://scikit-learn.org/stable/auto_examples/calibration/plot_compare_calibration.html#sphx-glr-auto-examples-calibration-plot-compare-calibration-py