Alternatives and similar repositories for ml4convection

Users that are interested in ml4convection are comparing it to the libraries listed below

• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• NMC-DAVE / dk_tutorials_2021
  2021年统计后处理培训教程.
  ☆18Updated 4 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆73Updated 4 years ago
• dopplerchase / DRpy
  python package to open GPM-DPR files into xarray to leverage xarray perks
  ☆36Updated 7 months ago
• lmadaus / pyWRFDART
  A collection of Python scripts for running WRF with the DART data assimilation system
  ☆31Updated 2 years ago
• bugsuse / pyart
  The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
  ☆34Updated 5 years ago
• zxdawn / weather_data
  Scripts of downloading weather data: satellite and reanalysis data
  ☆22Updated 2 years ago
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆19Updated 3 years ago
• lkugler / RTTOV-WRF
  Simulate SEVIRI satellite channels from WRF output
  ☆24Updated 9 months ago
• ai2es / WAF_ML_Tutorial_Part1
  Python code to assist in familiarizing meteorologists with machine learning
  ☆60Updated 2 years ago
• ai2es / WAF_ML_Tutorial_Part2
  Python code to assist in familiarizing meteorologists with machine learning
  ☆31Updated 9 months ago
• tpys / FuXi-S2S
  ☆34Updated 3 months ago
• JuliaKukulies / mcs_tracking
  MCS tracking for Third Pole region
  ☆14Updated 4 years ago
• djgagne / hagelslag
  Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …
  ☆71Updated last year
• danielphilipp / seviri_ml
  SEVIRI_ML: A machine learning based module to derive: (1) A cloud mask, (2) the cloud phase, (3) the cloud top pressure, (4) the cloud to…
  ☆14Updated 2 years ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆35Updated 2 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…
  ☆94Updated last year
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆37Updated 3 years ago
• scollis / notebooks
  Assorted notebooks for my Scientific work
  ☆22Updated 2 months ago
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆42Updated 3 years ago
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆47Updated 3 years ago
• ARM-Development / RadTraQ
  Radar Tracking of Quality
  ☆10Updated 3 weeks ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 3 years ago
• uba / tathu
  TATHU is a Python package for tracking and analyzing the life cycle of convective systems.
  ☆33Updated 2 months ago
• CSU-Radarmet / CSU_RadarTools
  A module of independent functions to do precipitation retrievals from polarimetric radar data
  ☆93Updated 7 months ago
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆23Updated last year
• bugsuse / meteoai
  The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.
  ☆160Updated 5 years ago
• zxdawn / pyXZ
  Python scripts during my PhD studies (2020 - 2022)
  ☆26Updated 2 years ago
• nmcdev / nmc_met_base
  提供一些关于气象应用开发的基础功能函数，包括数组处理、数学函数、物理常数、时间处理、客观分析等模块。
  ☆54Updated 7 months ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago