Deep learning models for global weather prediction on a cubed sphere
☆96Oct 3, 2020Updated 5 years ago
Alternatives and similar repositories for DLWP-CS
Users that are interested in DLWP-CS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tools for deep learning and ensemble forecasting☆13Nov 24, 2018Updated 7 years ago
- Deep Learning Weather Prediction☆165Dec 3, 2019Updated 6 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆30Jul 9, 2025Updated last year
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆90Mar 24, 2023Updated 3 years ago
- W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆21Jun 23, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆43Oct 21, 2021Updated 4 years ago
- A benchmark dataset for data-driven weather forecasting☆838Dec 8, 2023Updated 2 years ago
- Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …☆73Feb 10, 2024Updated 2 years ago
- Python interface to Metview meteorological workstation and batch system☆147Jul 2, 2026Updated 2 months ago
- ☆33Apr 15, 2024Updated 2 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Mar 29, 2026Updated 5 months ago
- ☆13Nov 2, 2021Updated 4 years ago
- Beta for Pangeo Postprocessing☆19Jul 30, 2020Updated 6 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆13Mar 4, 2022Updated 4 years ago
- A benchmark for the next generation of data-driven global weather models.☆637Sep 10, 2026Updated last week
- Initial public release of code, data, and model weights for FourCastNet☆700Oct 2, 2023Updated 2 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆65Feb 27, 2023Updated 3 years ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆30Apr 25, 2023Updated 3 years ago
- ☆16Jun 13, 2021Updated 5 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆98Updated this week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆257Jan 28, 2026Updated 7 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- LONG-TERM TYPHOON TRAJECTORY PREDICTION: A PHYSICS-CONDITIONED APPROACH WITHOUT REANALYSIS DATA☆21Jun 24, 2024Updated 2 years ago
- ☆42Jul 5, 2025Updated last year
- ☆54Feb 28, 2026Updated 6 months ago
- The open-source solutions of FourCastNet and GraphCast☆384Apr 18, 2023Updated 3 years ago
- a collection of remote climate data accessed via intake cached to disk☆20Jul 6, 2026Updated 2 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆192Jun 18, 2026Updated 3 months ago
- End-to-end machine-learning library for predicting thunderstorm hazards.☆35Sep 14, 2026Updated last week
- ☆109Jun 10, 2021Updated 5 years ago
- A spherical CNN for weather forecasting☆74Dec 6, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Nested bootstrap resampling of xarray objects☆18Jan 22, 2025Updated last year
- Code for TRUNET model☆17May 15, 2023Updated 3 years ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆61Mar 29, 2026Updated 5 months ago
- Uncertainty quantification for data-driven weather models.☆15Apr 9, 2025Updated last year
- Code repository for "Extending intraday solar forecast with deep generative models".☆27Jan 15, 2026Updated 8 months ago
- Graphical tool for creating verification plots of weather forecasts☆103Jun 30, 2026Updated 2 months ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆102Oct 22, 2020Updated 5 years ago