obidam / pyxpcm

A Python implementation of Profile Classification Modelling (PCM) for xarray

Home Page:https://pyxpcm.readthedocs.io

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Implement GMM with dask_ml backend

gmaze opened this issue · comments

The dask-ml statistic backend is available in pyXpcm but this library only offers the K-Means approach, since this is the most efficiently and easily scalable method for large dataset.

I raise an issue here, to mention that we gonna be working on implementing an optimized algorithm for the GMM method in dask_ml: dask/dask-ml#113

This also relates to the more general enhancement requirement reported here: #5