Alternatives and similar repositories for DABench

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

• spcl / DiffDA
  ☆36Updated 6 months ago
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆51Updated 3 weeks ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆189Updated last week
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆91Updated 8 months ago
• gcouairon / ArchesWeather
  ☆47Updated last year
• leap-stc / ChaosBench
  ☆47Updated 9 months ago
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆139Updated 2 years ago
• jmj2316 / KARINA
  Initial public release of code for KARINA
  ☆13Updated last year
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆22Updated last year
• OpenEarthLab / CasCast
  ☆56Updated last year
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆77Updated last year
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆40Updated 9 months ago
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆29Updated last year
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆42Updated last year
• DSIP-FBK / GPTCast
  GPTCast model for precipitation nowcasting
  ☆24Updated 4 months ago
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆25Updated last year
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆116Updated 9 months ago
• kyegomez / metnet3
  An implementation of "metnet3" in Pytorch
  ☆37Updated 2 months ago
• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆277Updated last week
• tpys / ai-models-fuxi
  ☆51Updated last year
• p-hss / consistency-climate-downscaling
  ☆35Updated 3 months ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆88Updated 3 weeks ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆225Updated 5 months ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆154Updated 2 years ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 9 months ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆41Updated 3 years ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆34Updated last year
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆148Updated 2 months ago
• Rose-STL-Lab / spherical-dyffusion
  [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion
  ☆29Updated 10 months ago