Alternatives and similar repositories for CBRAIN-CAM

Users that are interested in CBRAIN-CAM are comparing it to the libraries listed below

• raspstephan / CBRAIN-CAM
  Code for neural network parameterization project
  ☆75Updated 5 years ago
• jswhit / sqgturb
  Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model
  ☆33Updated 5 months ago
• TomBolton / DeepEddy
  Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…
  ☆49Updated 6 years ago
• andregraubner / ClimateNet
  Climate Analytics using Deep Neural Networks in Python.
  ☆63Updated last year
• pbalapra / dl-pbl
  Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model
  ☆12Updated 6 years ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated 2 years ago
• RolnickLab / climart
  A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…
  ☆41Updated 2 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆17Updated 2 years ago
• deepsphere / deepsphere-weather
  A spherical CNN for weather forecasting
  ☆72Updated 2 years ago
• djgagne / lorenz_gan
  Lorenz 96 model with GAN parameterization of unresolved scale (Y).
  ☆36Updated 5 years ago
• drsteve / PyForecastTools
  Forecast Verification/Validation Tools in Python
  ☆35Updated 2 years ago
• duncanwp / ClimateBench
  ☆91Updated last year
• StevePny / DataAssimBench
  Benchmarking tools for applying AI/ML to data assimilation
  ☆23Updated 2 months ago
• NCAR / mlmicrophysics
  Machine learning emulators for microphysical processes.
  ☆14Updated 3 months ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆70Updated 2 weeks ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• raspstephan / Lorenz-Online
  Experiments demonstrating coupled online learning for machine learning parameterizations
  ☆22Updated 2 years ago
• Shady-Ahmed / PyDA
  PyDA: A hands-on introduction to dynamical data assimilation with Python
  ☆69Updated 4 years ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated last month
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 3 years ago
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆58Updated 5 months ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆116Updated 2 weeks ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 2 weeks ago
• raspstephan / nwp-downscale
  ☆40Updated 3 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
• LBL-EESA / TECA
  TECA, theToolkit for Extreme Climate Analysis, contains a collection of climate anlysis algorithms targetted at extreme event detection a…
  ☆61Updated 2 weeks ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated last year
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆17Updated last month
• NCAR / ai4ess-hackathon-2020-notebooks
  ☆14Updated 5 years ago
• acse-jm122 / torchda
  Use Deep Learning in Data Assimilation
  ☆47Updated 7 months ago