Alternatives and similar repositories for Data_Assimilation

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

• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆42Updated 4 years ago
• Shady-Ahmed / PyDA
  PyDA: A hands-on introduction to dynamical data assimilation with Python
  ☆73Updated 4 years ago
• lili-lei / SummerSchool2021_MLAS
  ☆39Updated 4 years ago
• DwyaneChou / BPEM
  A Barotropic Primitive Equation Model
  ☆30Updated 4 years ago
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆19Updated 3 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• sophiegif / FusionCNN_hurricanes
  public codes for fusing CNN networks
  ☆23Updated 5 years ago
• jokervTv / auto-install-WRFV4
  Automatically install WRF and WPS with GCC.
  ☆39Updated 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 6 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• lmadaus / pyWRFDART
  A collection of Python scripts for running WRF with the DART data assimilation system
  ☆31Updated 2 years ago
• thiery-lab / data-assimilation
  Python code for data assimilation methods
  ☆51Updated 2 years ago
• lochbika / cost733class
  ☆13Updated last year
• NCAR / mlmicrophysics
  Machine learning emulators for microphysical processes.
  ☆14Updated 5 months ago
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 3 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆73Updated 4 years ago
• drsteve / PyForecastTools
  Forecast Verification/Validation Tools in Python
  ☆35Updated 2 years ago
• tpys / FuXi-S2S
  ☆34Updated 3 months ago
• jeonghwan723 / A_CNN
  CNN based ENSO all season forecast model
  ☆18Updated last year
• nansencenter / DA-tutorials
  Tutorials on data assimilation (DA) and the EnKF
  ☆174Updated this week
• djgagne / hagelslag
  Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …
  ☆71Updated last year
• jswhit / sqgturb
  Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model
  ☆35Updated 6 months ago
• raspstephan / CBRAIN-CAM
  Code for neural network parameterization project
  ☆75Updated 5 years ago
• jzbontar / steiner_smith
  Implementation of Steiner and Smith Radar Quality-control algorithm
  ☆18Updated 9 years ago
• myying / PSU_WRF_EnKF
  ☆31Updated 5 years ago
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆25Updated 2 years ago
• jweyn / ensemble-net
  Tools for deep learning and ensemble forecasting
  ☆13Updated 6 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆19Updated 2 years ago
• 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
  ☆63Updated 3 years ago