Contributors: Weatherbench authors

Name: Weatherbench authors
Login: a-googler
Email: [email protected]
OST Projects: 11
Languages: Python, Jupyter Notebook
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, high-level-synthesis, hls, mid-level-synthesis, verilog, checkpoint, flax, rl, bigquery, fhir, research, attention, transformers, vision-transformer, recommender-system, reinforcement-learning, atari, deepmind-lab, gcp, google-research-football, impala, r2d2, tf2, bengali, brahmic-scripts, devanagari, finite-state, finite-state-automata, finite-state-transducers, grammars, gujarati, gurmukhi, indic-languages, kannada, malayalam, oriya, pynini, sinhala, tamil, telugu, unicode-normalization, writing-systems, connectomics, nerf, plotly, dataclass, dataclasses, nlp-machine-learning, question-answering, table-parsing, bayesian-optimization, hyperparameter-tuning, language-model, mnist, optimization-algorithms, optimizer, transformer, 2d, 4d, alignment-algorithm, biomedical-image-processing, electron-microscopy, microscopy, stitching-algorithm, few-shot-learning, maml, meta-learning, apache-beam, federated-learning, tensorflow-datasets, automl, neural-architecture-search, beam, zarr, physics-simulation, cfd, embeddings, transfer-learning, decision-forest, decision-trees, gradient-boosting, interpretability, keras, bandits, contextual-bandits, dqn, multi-armed-bandits, rl-algorithms, tf-agents, reinforcement-learning-environments, evolution, manipulation, meta-programming, symbolic-programming, benchmarking, evaluation-metrics, tpu, cart, distributed-computing, pypi, bioinformatics, dna, genomics, deep-reinforcement-learning, convolutional-neural-network, convolutional-neural-networks, deep-neural-networks, deeplearning, distributed, python-framework, python-tensorflow, tensorflow2, tf-module, climate, neuralgcm, weather

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

Dinosaur

A spectral dynamical core for global atmospheric modeling written in JAX.

neuralgcm

Climate Change - Earth and Climate Modeling - Last synced: 27 Apr 2025 - Ranking: 7.6