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Code for the Fractured Entangled Representation Hypothesis position paper!
Hackathon on water scarcity
Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition
A notebook adaptation of the CEOS Layman's Interpretation Guide to L-band and C-band Synthetic Aperture Radar data
This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter estimation
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
Simple, safe way to store and distribute tensors
MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
Differentiable signal processing on the sphere for PyTorch
The repository of the WeatherGenerator project
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
Graph-based operator learning in arbitrary geometries
sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has …
Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and subsequent works
Repository for MHPI differentiable hydrological models.
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations - Source Code
Awesome Discrete Global Grid Systems (DGGS)
A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.
Hydra is a framework for elegantly configuring complex applications
Open-source, cloud-native transactional tensor storage engine
18.335 - Introduction to Numerical Methods course
Interactively inspect module inputs, outputs, parameters, and gradients.
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend