Martin Gauch's Projects
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
Causality in Data Cleaning
Python library for loading and iterating over climate and flow time series data (from ACIS/NOAA RCCs, CoCoRaHS, Hydromet/USBR, CNRFC ESP/NWS, SNOTEL/AWDB/NRCS, and NWIS/USGS)
Qualitative visualization of the data types of CSV files
The Proper Care and Feeding of CAMELS: How Limited Training Data Affects Streamflow Prediction
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
A Toolkit for Interactive Statistical Data Visualization
Machine Learning Models for GRIP
Machine Learning for Streamflow Prediction
A modern static resume template and theme. Powered by Jekyll and GitHub pages.
Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network
In Defense of Metrics: Metrics Sufficiently Encode Typical Human Preferences Regarding Hydrological Model Performance
Machine Learning for Streamflow Prediction