cbg-ethz / bmi

Mutual information estimators and benchmark
https://cbg-ethz.github.io/bmi/
MIT License
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Gmm estimators #156

Closed pawel-czyz closed 2 months ago

pawel-czyz commented 2 months ago

Together with @grfrederic we ported GMMs from a Snakemake workflow to bmi package, so that they can be used to provide model-based mutual information estimates. This PR is accompanied with a subset of benchmark tasks with low-dimensional distributions on which we hypothesise the GMMs to obtain good performance.