A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

Contributors: Peter Hawkins

Name: Peter Hawkins
Login: hawkinsp
Email: [email protected]
OST Projects: 6
Languages: Python
Categories: Atmosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Meteorological Observation and Forecast
Topics: c4, jax, large-language-models, model-flops, parallelism, bayesian-methods, probabilistic-programming, checkpoint, flax, static-analysis, static-code-analysis, typechecker, typing, research, attention, transformers, vision-transformer, connectomics, nerf, plotly, bayesian-optimization, hyperparameter-tuning, language-model, mnist, optimization-algorithms, optimizer, transformer, 2d, 4d, alignment-algorithm, biomedical-image-processing, electron-microscopy, microscopy, stitching-algorithm, sparse-training, few-shot-learning, maml, meta-learning, automl, neural-architecture-search, mujoco, physics-simulation, reinforcement-learning, cfd, decision-forest, decision-trees, gradient-boosting, interpretability, keras, games, multiagent, bandits, contextual-bandits, dqn, multi-armed-bandits, rl-algorithms, tf-agents, tpu, monte-carlo-tree-search, physics, mlir, spirv, vulkan, deep-reinforcement-learning, convolutional-neural-network, convolutional-neural-networks, deep-neural-networks, deeplearning, distributed, python-framework, python-tensorflow, tensorflow2, tf-module, climate, neuralgcm, weather, application, flags

Contributed Projects

NeuralGCM

A package for building hybrid ML+Physics atmospheric models for weather and climate simulations.

climate neuralgcm weather

Climate Change - Earth and Climate Modeling - Last synced: 27 Apr 2025 - Ranking: 16.9

WeatherBench 2

A framework for evaluating and comparing data-driven and traditional numerical weather forecasting models.

Atmosphere - Meteorological Observation and Forecast - Last synced: 27 Apr 2025 - Ranking: 8.6