pangeo-data / ml-workflow-examples

Simple examples of data pipelines from xarray to ML training
Apache License 2.0
22 stars 10 forks source link

Partial dependence plot example #8

Closed djgagne closed 5 years ago

djgagne commented 5 years ago

I made a self-contained example for training a machine learning model and calculating partial dependence plots for each variable in parallel with Dask. I thought Dask might struggle with this, but it turned out to not have any issues. I hope this example can add to our discussion this morning and be helpful for other users at the very least.