neuralhydrology/neuralhydrology

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

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Learning in infinite dimension with neural operators.

💧 This repository holds a list of open source Python packages interesting to Hydrologists

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).

Hybrid ML + physics model of the Earth's atmosphere