aditya-grover / climate-learnLinks
Source code for ClimateLearn
☆345Updated last year
Alternatives and similar repositories for climate-learn
Users that are interested in climate-learn are comparing it to the libraries listed below
Sorting:
- A benchmark for the next generation of data-driven global weather models.☆565Updated 2 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 8 months ago
- A modular framework for evaluating weather forecasts☆133Updated this week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆261Updated last week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆276Updated last week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆179Updated this week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆244Updated 10 months ago
- ☆103Updated last year
- ☆528Updated 7 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆156Updated last month
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆256Updated 8 months ago
- Ai2 Climate Emulator☆129Updated last week
- ☆65Updated 6 months ago
- A Python package for tackling diverse environmental prediction tasks with NPs.☆116Updated this week
- NeuralGCM's differentiable dycore☆300Updated 3 months ago
- Implementation of the Aurora model for Earth system forecasting☆755Updated this week
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆410Updated last month
- A benchmark dataset for data-driven weather forecasting☆783Updated last year
- Official implementation of Earthformer☆414Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆264Updated last week
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆305Updated 3 months ago
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆130Updated 5 months ago
- ☆197Updated 6 months ago
- AtmoRep model code☆46Updated 7 months ago
- Subseasonal forecasting models☆55Updated 8 months ago
- Data access package for the SubseasonalClimateUSA dataset☆35Updated 11 months ago
- Deep learning models for global weather prediction on a cubed sphere☆95Updated 5 years ago
- Python package for easy access to weather and climate data☆379Updated 10 months ago
- Massively parallel training of machine-learning based weather and climate models☆321Updated last week