Alternatives and similar repositories for ml4ssh

Users that are interested in ml4ssh are comparing it to the libraries listed below

• francois-rozet / sda
  Official implementation of Score-based Data Assimilation
  ☆81Updated 2 years ago
• zezhongzhang / EnSF
  Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems
  ☆20Updated last year
• StevePny / DataAssimBench
  Benchmarking tools for applying AI/ML to data assimilation
  ☆26Updated 7 months ago
• climate-analytics-lab / jax-gcm
  GCM Physics written in JAX
  ☆60Updated this week
• mingdeyu / DGP
  Python package 'dgpsi' for deep and linked Gaussian process emulations
  ☆28Updated last month
• googleinterns / invobs-data-assimilation
  ☆38Updated 4 years ago
• tbeucler / CBRAIN-CAM
  Code for neural network parameterization project
  ☆19Updated 2 years ago
• windborne / WeatherMesh-3
  The public repo for the source code of WindBorne's WeatherMesh-3
  ☆20Updated 3 months ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆18Updated last week
• lucadellalib / bayestorch
  Lightweight Bayesian deep learning library for fast prototyping based on PyTorch
  ☆14Updated 2 years ago
• jejjohnson / oceanbench
  OceanBench - SSH edition
  ☆22Updated last year
• CIA-Oceanix / 4dvarnet-starter
  Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it
  ☆13Updated last week
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆59Updated 10 months ago
• p-hss / consistency-climate-downscaling
  ☆36Updated 4 months ago
• johertrich / Proximal_Neural_Networks
  Implementation for Proximal Neural Networks.
  ☆11Updated 4 years ago
• louity / qgm_pytorch
  PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.
  ☆14Updated 3 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆20Updated 3 years ago
• FabianAltekrueger / patchNR
  Implementation for the paper "PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization".
  ☆20Updated last year
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆97Updated this week
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆43Updated last year
• TomBolton / DeepEddy
  Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…
  ☆49Updated 7 years ago
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 4 years ago
• YaoGroup / DIFFICE_jax
  Differentiable neural-network solver for data assimilation of ice shelves written in JAX
  ☆39Updated 8 months ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆32Updated last month
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆29Updated 6 months ago
• deepsphere / deepsphere-weather
  A spherical CNN for weather forecasting
  ☆73Updated 3 years ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆88Updated last month
• ai2cm / fv3net
  explore the FV3 data for parameterization
  ☆17Updated last year
• raspstephan / Lorenz-Online
  Experiments demonstrating coupled online learning for machine learning parameterizations
  ☆22Updated 2 years ago
• leobix / hurricast
  ☆22Updated last year