jleinonen / weather4cast-stage1
Solution to the Weather4cast 2021 Stage 1 challenge
☆15Updated 3 years ago
Alternatives and similar repositories for weather4cast-stage1:
Users that are interested in weather4cast-stage1 are comparing it to the libraries listed below
- Code accompanying our IARAI Weather4cast Challenge☆47Updated 3 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆20Updated 5 months ago
- ☆13Updated 2 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 3 weeks ago
- A spherical CNN for weather forecasting☆71Updated 2 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ☆14Updated 6 years ago
- ☆40Updated 3 years ago
- ☆13Updated 3 years ago
- ☆41Updated 11 months ago
- Climate Analytics using Deep Neural Networks in Python.☆62Updated last year
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆12Updated last month
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆54Updated 2 years ago
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆40Updated 2 years ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆32Updated 3 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆16Updated 2 years ago
- A python library to extract topographical features from elevation data.☆21Updated last year
- Style-based GAN for geophysical fields☆13Updated 4 years ago
- Subseasonal forecasting models☆49Updated last month
- ☆31Updated 2 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆23Updated last year
- Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …☆13Updated 2 years ago
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆39Updated 4 months ago
- ☆19Updated last year
- ML Datasets Catalog☆57Updated last year
- Data access package for the SubseasonalClimateUSA dataset☆29Updated 4 months ago
- AI Challenges based on the SEVIR weather dataset☆42Updated 3 years ago
- ☆11Updated last year
- El nino forecast based on a few machine learning methods☆24Updated 8 years ago
- a GAN for precipitation downscaling☆41Updated 3 years ago