Alternatives and similar repositories for DataAssimBench:

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

• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆34Updated 10 months ago
• francois-rozet / sda
  Official implementation of Score-based Data Assimilation
  ☆52Updated last year
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆31Updated 2 weeks ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆14Updated 2 weeks ago
• brightbandtech / ExtremeWeatherBench
  Benchmarking of MLWP and NWP focusing on extreme meteorological events with emphasis on explainable material impacts to society and stake…
  ☆39Updated this week
• jejjohnson / xrpatcher
  A ML-oriented generic patcher for xarray data structures.
  ☆16Updated last month
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 5 months ago
• jejjohnson / ml4ssh
  Machine learning applied to interpolate sea-surface height observations from altimetry tracks.
  ☆11Updated last year
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆19Updated 5 months ago
• nci / FourCastNeXt
  ☆15Updated last week
• googleinterns / invobs-data-assimilation
  ☆34Updated 3 years ago
• brightbandtech / nnja-ai
  Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis
  ☆44Updated last week
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• gcouairon / ArchesWeather
  ☆40Updated 2 months ago
• jejjohnson / oceanbench
  OceanBench - SSH edition
  ☆18Updated last year
• bgroenks96 / generative-downscaling
  Research and experiments for downscaling climate/weather data via generative learning
  ☆34Updated 2 years ago
• nbren12 / uwnet
  Neural Networks based unified physics parameterization for atmospheric models
  ☆4Updated 11 months ago
• schmidtjonathan / Climate2Weather
  This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…
  ☆19Updated last month
• leap-stc / ChaosBench
  ☆30Updated last week
• ai2cm / ace
  Ai2 Climate Emulator
  ☆88Updated last month
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆26Updated 6 months ago
• earthnet2021 / earthnet-toolkit
  ☆11Updated last year
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆24Updated last year
• Climdyn / pythie
  Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…
  ☆11Updated 2 years ago
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆49Updated last month
• ai4er-cdt / resources
  The default repo for wiki and issues relating to the AI4ER CDT
  ☆9Updated 4 years ago