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
  ☆38Updated last year
• jejjohnson / xrpatcher
  A ML-oriented generic patcher for xarray data structures.
  ☆18Updated 4 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…
  ☆39Updated last week
• pnnl / JAX-CanVeg
  ☆14Updated 4 months ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆55Updated last week
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆54Updated last week
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 8 months ago
• nbren12 / uwnet
  Neural Networks based unified physics parameterization for atmospheric models
  ☆4Updated last year
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆16Updated 2 years ago
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆57Updated 3 months 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
  ☆47Updated last week
• wavestoweather / enstools
  Python library for processing ensemble weather forecasts
  ☆23Updated 3 weeks ago
• ecmwf / anemoi-graphs
  ☆15Updated 6 months ago
• ecmwf / anemoi-inference
  ☆28Updated this week
• 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
• xgcm / aerobulk-python
  A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)
  ☆20Updated 2 months ago
• gribscan / gribscan
  Create indices for GRIB files and provide an xarray interface.
  ☆14Updated 3 months ago
• NCAR / MPAS-Workflow
  Scripts for controlling DA workflows with MPAS-Model and mpas-bundle
  ☆22Updated last week
• ai2cm / fv3gfs-wrapper
  Python wrapper for the FV3-based global climate model
  ☆28Updated 3 years ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆99Updated 4 months ago
• tobifinn / torch-assimilate
  Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
  ☆14Updated 4 months ago
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆13Updated 2 months ago
• ecmwf / anemoi-datasets
  ☆53Updated this week
• bradyrx / esmtools
  a toolbox for Earth System Model analysis
  ☆29Updated 3 years ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• CIRA-ML / custom_loss_functions
  Repository for "CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences"
  ☆17Updated 4 years ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated 9 months ago
• Climdyn / qgs
  A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.
  ☆39Updated 2 weeks ago
• m2lines / L96_demo
  Lorenz 1996 two time-scale model for learning machine learning
  ☆51Updated 4 months ago
• ObsMod / pylawr
  The pylawr package is a Python package to load, process and plot weather radar data. It is developed by the Meteorological Institute of t…
  ☆9Updated last year