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Summary notebooks using derivative gaussian processes with tinygp. We implement a 2D derivative gaussian process and successfully use derivatives to regularize SVI fits with a gaussian process model..
COVID-19 Symptom Self-Assessment mockup tools is a recommendation on the next steps to follow, according to your condition when you believe you have been exposed to COVID-19 or have symptoms similar to COVID-19.
This project provides tools and scripts to map ZIP codes to county-level FIPS codes and tract-level FIPS codes using a ZIP_COUNTY crosswalk. It also maps the `RPL_THEMES` value from the `SVI_2020_US_county` dataset for each county FIPS.
Novel technique to fit a target distribution with a class of distributions using SVI (via NumPyro). Unlike standard SVI, our "data" is a distribution rather than a finite collection of samples.