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code_snippets

ealstm_regional_modeling_kratzert

Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets"

ee-tensorflow-notebooks

Repository to place example notebooks for Deep Learning applications with TensorFlow and Earth Engine.

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

geoflood

Flood mapping program based on high-resolution terrain analyses

gibsonenv

Gibson Environments: Real-World Perception for Embodied Agents

hydrograph-py

Tools for separating hydrograph in baseflow and peak flow, and extreme value analyses

inundation-mapping

Flood inundation mapping and evaluation software configured to work with U.S. National Water Model.

ml-streamflow-forecasting

Machine learning research repository for the Hawaiʻi EPSCoR ʻIke Wai Project.

nmt

TensorFlow Neural Machine Translation Tutorial

psu-openfoam-course-notes

Lecture notes on OpenFOAM by Dr. Xiaofeng Liu at Penn State University

streamflow-and-flood-prediction_ibrahim-demirs

This is a personal temporary repository. This will be merged into the UIHI Lab repository after code review.