Alternatives and similar repositories for CBRAIN-CAM

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

• TomBolton / DeepEddy
  Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…
  ☆48Updated 6 years ago
• tbeucler / CBRAIN-CAM
  Code for neural network parameterization project
  ☆19Updated last year
• duncanwp / ClimateBench
  ☆91Updated last year
• LBL-EESA / TECA
  TECA, theToolkit for Extreme Climate Analysis, contains a collection of climate anlysis algorithms targetted at extreme event detection a…
  ☆61Updated last week
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• andregraubner / ClimateNet
  Climate Analytics using Deep Neural Networks in Python.
  ☆62Updated last year
• djgagne / lorenz_gan
  Lorenz 96 model with GAN parameterization of unresolved scale (Y).
  ☆36Updated 5 years ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆62Updated 3 years ago
• NCAR / ai4ess-hackathon-2020
  ☆111Updated 4 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆16Updated 2 years ago
• djgagne / hagelslag
  Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …
  ☆70Updated last year
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆57Updated 4 months ago
• jswhit / sqgturb
  Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model
  ☆33Updated 4 months ago
• thunderhoser / GewitterGefahr
  End-to-end machine-learning library for predicting thunderstorm hazards.
  ☆33Updated 5 months ago
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 3 years ago
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆93Updated 11 months ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆105Updated this week
• djgagne / ams-ml-python-course
  Machine Learning in Python for Environmental Science Problems AMS Short Course Material
  ☆181Updated 5 years ago
• ajdawson / windspharm
  A Python library for spherical harmonic computations on vector winds.
  ☆91Updated 7 months ago
• ClimateGlobalChange / tempestextremes
  Extreme weather detection and characterization
  ☆109Updated last week
• ecosme38 / Data-Assimilation-Notebooks
  ☆58Updated last year
• ecmwf / infero
  A lower-level API for Machine Learning inference in operations
  ☆37Updated 2 weeks ago
• NCAR / goes16ci
  GOES-16 Convective Initiation Benchmark
  ☆17Updated 3 years ago
• NCAR / PostProcessForecasts
  Beta for Pangeo Postprocessing
  ☆17Updated 4 years ago
• NCAR / rda-apps-clients
  RDA apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash
  ☆37Updated last year
• 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 3 weeks ago
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆48Updated this week
• NCAR / mlmicrophysics
  Machine learning emulators for microphysical processes.
  ☆13Updated 2 months ago