Alternatives and similar repositories for Data_Assimilation:

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

• lili-lei / SummerSchool2021_MLAS
  ☆39Updated 3 years 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
• lmadaus / pyWRFDART
  A collection of Python scripts for running WRF with the DART data assimilation system
  ☆30Updated last year
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆18Updated 2 years ago
• jeonghwan723 / A_CNN
  CNN based ENSO all season forecast model
  ☆18Updated 8 months ago
• djgagne / lorenz_gan
  Lorenz 96 model with GAN parameterization of unresolved scale (Y).
  ☆36Updated 5 years ago
• 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
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• DwyaneChou / BPEM
  A Barotropic Primitive Equation Model
  ☆30Updated 4 years ago
• ecosme38 / Data-Assimilation-Notebooks
  ☆57Updated last year
• thiery-lab / data-assimilation
  Python code for data assimilation methods
  ☆46Updated 2 years ago
• sophiegif / FusionCNN_hurricanes
  public codes for fusing CNN networks
  ☆22Updated 5 years ago
• jweyn / ensemble-net
  Tools for deep learning and ensemble forecasting
  ☆13Updated 6 years ago
• myying / PSU_WRF_EnKF
  ☆29Updated 4 years ago
• wy2136 / GillModel
  A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.
  ☆16Updated 2 years ago
• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆43Updated 3 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆42Updated 3 years ago
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 3 years ago
• jzbontar / steiner_smith
  Implementation of Steiner and Smith Radar Quality-control algorithm
  ☆18Updated 8 years ago
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆23Updated this week
• lochbika / cost733class
  ☆11Updated 7 months ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• Shady-Ahmed / PyDA
  PyDA: A hands-on introduction to dynamical data assimilation with Python
  ☆67Updated 4 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆67Updated 3 years ago
• acse-jm122 / torchda
  Use Deep Learning in Data Assimilation
  ☆41Updated 3 months ago
• NCAR / ai4ess-hackathon-2020-notebooks
  ☆14Updated 4 years ago
• panbaoxiang / RADA
  Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases
  ☆11Updated 2 years ago
• nmcdev / nmc_ens_toolkits
  NMC集合预报工具箱数据后处理程序以及前端界面程序.
  ☆19Updated 3 weeks ago
• nansencenter / DA-tutorials
  Tutorials on data assimilation (DA) and the EnKF
  ☆154Updated 5 months ago