Alternatives and similar repositories for practical-ml-with-pytorch

Users that are interested in practical-ml-with-pytorch are comparing it to the libraries listed below

• modons / DL-weather-dynamics
  ☆22Updated last year
• alan-turing-institute / mogp-emulator
  Package for fitting Gaussian Process Emulators to multiple output computer simulation results.
  ☆53Updated 2 years ago
• googleinterns / invobs-data-assimilation
  ☆38Updated 4 years ago
• tobifinn / torch-assimilate
  Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
  ☆16Updated 2 months ago
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆59Updated 10 months ago
• jejjohnson / jaxsw
  Simple differentiable approximate ocean models built with JAX.
  ☆17Updated 2 years ago
• jswhit / sqgturb
  Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model
  ☆39Updated this week
• mingdeyu / DGP
  Python package 'dgpsi' for deep and linked Gaussian process emulations
  ☆28Updated last month
• jejjohnson / gp_model_zoo
  Literature and light wrappers for gaussian process models.
  ☆47Updated 4 years ago
• cemac / LIFD_ENV_ML_NOTEBOOKS
  Jupyter notebook tutorials on various machine learning topics
  ☆25Updated 2 weeks ago
• francois-rozet / sda
  Official implementation of Score-based Data Assimilation
  ☆80Updated 2 years ago
• tabularaza27 / ice_cloud_net
  ☆23Updated 2 months ago
• m2lines / L96_demo
  Lorenz 1996 two time-scale model for learning machine learning
  ☆58Updated last month
• blutjens / awesome-MIT-ai-for-climate-change
  🌍 A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or others
  ☆54Updated 4 months ago
• louity / qgm_pytorch
  PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.
  ☆14Updated 3 years ago
• blutjens / climate-emulator
  Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)
  ☆21Updated 3 months ago
• ai2cm / fv3net
  explore the FV3 data for parameterization
  ☆17Updated last year
• pangeo-data / ml-workflow-examples
  Simple examples of data pipelines from xarray to ML training
  ☆22Updated 6 years ago
• ecosme38 / Data-Assimilation-Notebooks
  ☆59Updated 2 years ago
• ecmwf-lab / ai-models-fourcastnetv2
  ☆67Updated last year
• google-research / swirl-jatmos
  Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.
  ☆35Updated 9 months ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆60Updated 2 years ago
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆91Updated last week
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆120Updated last week
• NCAR / GPU_workshop
  ☆78Updated 3 years ago
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆56Updated 11 months ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆116Updated last year
• cmkaul / SCAMPy
  A single column model of atmospheric boundary layer turbulence and clouds
  ☆14Updated 5 years ago
• arviz-devs / xarray-einstats
  Stats, linear algebra and einops for xarray
  ☆67Updated 2 weeks ago
• mjucker / MiMA
  Model of an idealized Moist Atmosphere: Intermediate-complexity General Circulation Model with full radiation
  ☆36Updated 2 years ago