Alternatives and similar repositories for mlmicrophysics

Users that are interested in mlmicrophysics 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…
  ☆49Updated 6 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆19Updated 3 years ago
• raspstephan / CBRAIN-CAM
  Code for neural network parameterization project
  ☆76Updated 5 years ago
• Ambrosys / climatelearn
  El nino forecast based on a few machine learning methods
  ☆24Updated 9 years ago
• m2lines / L96_demo
  Lorenz 1996 two time-scale model for learning machine learning
  ☆56Updated last week
• drsteve / PyForecastTools
  Forecast Verification/Validation Tools in Python
  ☆35Updated 2 years ago
• miniufo / xinvert
  Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.
  ☆57Updated this week
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated 2 years ago
• thunderhoser / GewitterGefahr
  End-to-end machine-learning library for predicting thunderstorm hazards.
  ☆35Updated 2 months ago
• jswhit / sqgturb
  Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model
  ☆36Updated 8 months ago
• djgagne / lorenz_gan
  Lorenz 96 model with GAN parameterization of unresolved scale (Y).
  ☆37Updated 5 years ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 3 years ago
• ecosme38 / Data-Assimilation-Notebooks
  ☆58Updated last year
• ecmwf / anemoi-inference
  ☆33Updated last week
• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆42Updated 4 years ago
• steidani / ConTrack
  Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data
  ☆70Updated last year
• ecmwf / anemoi-models
  ☆45Updated 10 months ago
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 3 years ago
• jeonghwan723 / A_CNN
  CNN based ENSO all season forecast model
  ☆19Updated last year
• FREVA-CLINT / climatereconstructionAI
  Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…
  ☆90Updated last month
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆61Updated this week
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆22Updated 2 weeks ago
• jweyn / ensemble-net
  Tools for deep learning and ensemble forecasting
  ☆13Updated 6 years ago
• xgcm / aerobulk-python
  A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)
  ☆21Updated last week
• skaderli / WaveBreaking
  Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.
  ☆37Updated 11 months ago
• lkugler / RTTOV-WRF
  Simulate SEVIRI satellite channels from WRF output
  ☆24Updated last week
• NCAR / gdex-api-client
  GDEX apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash
  ☆39Updated last month
• NCAR / PostProcessForecasts
  Beta for Pangeo Postprocessing
  ☆17Updated 5 years ago
• ai2es / WAF_ML_Tutorial_Part1
  Python code to assist in familiarizing meteorologists with machine learning
  ☆60Updated 2 years ago