RolnickLab / climartLinks
A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track)
☆40Updated 2 years ago
Alternatives and similar repositories for climart
Users that are interested in climart are comparing it to the libraries listed below
Sorting:
- Climate Analytics using Deep Neural Networks in Python.☆64Updated 2 years ago
- ☆39Updated 4 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆29Updated 3 months ago
- ML Datasets Catalog☆58Updated 2 years ago
- ☆41Updated 2 months ago
- Code for neural network parameterization project☆76Updated 5 years ago
- Code accompanying our IARAI Weather4cast Challenge☆50Updated 3 years ago
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆55Updated 2 years ago
- Satellite Optical Flow with machine learning models☆63Updated last year
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆38Updated 6 months ago
- SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss☆27Updated 3 years ago
- Code for neural network parameterization project☆19Updated last year
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- ☆105Updated last year
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- A spherical CNN for weather forecasting☆72Updated 2 years ago
- ☆40Updated 4 years ago
- Data access package for the SubseasonalClimateUSA dataset☆35Updated 11 months ago
- Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …☆14Updated 3 years ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- This repository contains the code used for "ADAF: An Artificial Intelligence Data Assimilation Framework for Weather Forecasting"☆10Updated 9 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 3 weeks ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆89Updated 8 months ago
- Subseasonal forecasting models☆54Updated 8 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆91Updated 2 years ago
- Deep learning models for global weather prediction on a cubed sphere☆95Updated 5 years ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆46Updated last month
- Testing out Diffusion-based models for weather and PV forecasting☆15Updated 2 weeks ago
- A modular framework for evaluating weather forecasts☆141Updated this week