Alternatives and similar repositories for mlmicrophysics

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

• drsteve / PyForecastTools
  Forecast Verification/Validation Tools in Python
  ☆35Updated 2 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆17Updated 2 years ago
• raspstephan / CBRAIN-CAM
  Code for neural network parameterization project
  ☆75Updated 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…
  ☆49Updated 6 years ago
• thunderhoser / GewitterGefahr
  End-to-end machine-learning library for predicting thunderstorm hazards.
  ☆34Updated last week
• jswhit / sqgturb
  Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model
  ☆33Updated 5 months ago
• m2lines / L96_demo
  Lorenz 1996 two time-scale model for learning machine learning
  ☆53Updated 2 weeks ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 3 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• ecmwf / anemoi-models
  ☆42Updated 8 months ago
• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆43Updated 4 years ago
• Ambrosys / climatelearn
  El nino forecast based on a few machine learning methods
  ☆24Updated 8 years ago
• ecmwf / anemoi-inference
  ☆29Updated this week
• NCAR / rda-apps-clients
  RDA apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash
  ☆37Updated last year
• lkugler / RTTOV-WRF
  Simulate SEVIRI satellite channels from WRF output
  ☆23Updated 8 months ago
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 3 years ago
• djgagne / hagelslag
  Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …
  ☆71Updated last year
• miniufo / xinvert
  Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.
  ☆54Updated 5 months 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 months ago
• xgcm / aerobulk-python
  A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)
  ☆21Updated this week
• NCAR / ai4ess-hackathon-2020-notebooks
  ☆14Updated 5 years ago
• ecosme38 / Data-Assimilation-Notebooks
  ☆58Updated last year
• steidani / ConTrack
  Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data
  ☆69Updated 11 months ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• Climdyn / pythie
  Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…
  ☆11Updated 2 years ago
• ai2es / WAF_ML_Tutorial_Part1
  Python code to assist in familiarizing meteorologists with machine learning
  ☆60Updated 2 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 last week
• Weiming-Hu / AnalogsEnsemble
  The C++ and R packages for parallel ensemble forecasts using Analog Ensemble
  ☆18Updated 2 years ago
• djgagne / lorenz_gan
  Lorenz 96 model with GAN parameterization of unresolved scale (Y).
  ☆36Updated 5 years ago
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆58Updated 5 months ago