microsoft / subseasonal_dataLinks
Data access package for the SubseasonalClimateUSA dataset
☆35Updated last year
Alternatives and similar repositories for subseasonal_data
Users that are interested in subseasonal_data are comparing it to the libraries listed below
Sorting:
- ML Datasets Catalog☆59Updated 2 years ago
- Subseasonal forecasting models☆54Updated 9 months ago
- ☆106Updated last year
- ☆69Updated 8 months 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
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆38Updated 7 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated last month
- ☆21Updated last year
- A modular framework for evaluating weather forecasts☆146Updated last week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 9 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆182Updated 2 weeks ago
- A Python package for tackling diverse environmental prediction tasks with NPs.☆117Updated last month
- Climate Analytics using Deep Neural Networks in Python.☆65Updated 2 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆91Updated 8 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆55Updated 2 years ago
- Ai2 Climate Emulator☆143Updated last week
- ☆35Updated 2 months ago
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆115Updated last year
- Satellite Optical Flow with machine learning models☆63Updated 2 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆24Updated 7 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆75Updated this week
- SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss☆27Updated 3 years ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆22Updated 2 weeks ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- ☆65Updated 10 months ago
- A generative foundation model for the kilometer-scale atmosphere☆84Updated last week
- A spherical CNN for weather forecasting☆73Updated 2 years ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆90Updated last month