Alternatives and similar repositories for weather4cast:

Users that are interested in weather4cast are comparing it to the libraries listed below

• iarai / weather4cast-2022
  Starter Kit for the NeurIPS 2022 Weather4cast competition
  ☆54Updated 2 years ago
• earthnet2021 / earthnet-model-intercomparison-suite
  ☆41Updated 11 months ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆32Updated 3 years ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆57Updated last year
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆49Updated last month
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆24Updated last year
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆29Updated 2 years ago
• jleinonen / weather4cast-stage1
  Solution to the Weather4cast 2021 Stage 1 challenge
  ☆15Updated 3 years ago
• openclimatefix / satflow
  Satellite Optical Flow with machine learning models
  ☆60Updated last year
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 2 years ago
• annavaughan / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆30Updated 3 years ago
• microsoft / subseasonal_data
  Data access package for the SubseasonalClimateUSA dataset
  ☆29Updated 4 months ago
• deepsphere / deepsphere-weather
  A spherical CNN for weather forecasting
  ☆71Updated 2 years ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• RolnickLab / climart
  A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…
  ☆40Updated 2 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆42Updated 3 years ago
• Earth-Intelligence-Lab / LocalizedWeatherGNN
  This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".
  ☆38Updated 4 months ago
• MIT-AI-Accelerator / neurips-2020-sevir
  Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"
  ☆83Updated 4 years ago
• andregraubner / ClimateNet
  Climate Analytics using Deep Neural Networks in Python.
  ☆62Updated last year
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆82Updated 3 weeks ago
• jweyn / DLWP-CS
  Deep learning models for global weather prediction on a cubed sphere
  ☆94Updated 4 years ago
• earthnet2021 / earthnet-models-pytorch
  EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.
  ☆32Updated 5 months ago
• FrontierDevelopmentLab / PyRain
  ☆41Updated 4 years ago
• jleinonen / geogan
  Style-based GAN for geophysical fields
  ☆13Updated 4 years ago
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆43Updated 3 years ago
• kyegomez / metnet3
  An implementation of "metnet3" in Pytorch
  ☆40Updated last month
• eracah / hur-detect
  Deep Semi-Supervised Object Detection for Extreme Weather Events
  ☆57Updated 7 years ago
• leap-stc / ChaosBench
  ☆30Updated last week
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆67Updated 3 years ago