jejjohnson / jaxswLinks
Simple differentiable approximate ocean models built with JAX.
☆14Updated last year
Alternatives and similar repositories for jaxsw
Users that are interested in jaxsw are comparing it to the libraries listed below
Sorting:
- Rotating Shallow Water Model in Python☆19Updated 7 years ago
- A python package for computing zonal mean and related atmospheric diagnostics☆15Updated last year
- Analysis and visualisation of atmospheric model output powered by iris.☆16Updated 3 weeks ago
- Toolbox to use NNs in fortran☆12Updated last week
- Neural Networks based unified physics parameterization for atmospheric models☆4Updated last year
- 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
- ☆14Updated 2 months ago
- explore the FV3 data for parameterization☆17Updated 5 months ago
- A ML-oriented generic patcher for xarray data structures.☆18Updated 4 months ago
- A comparison of linear regression vs. deep learning for emulating climate models in the presence of internal variability. (public)☆14Updated 4 months ago
- Continuous wavelet transform with xarray.☆16Updated last year
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆14Updated 4 months ago
- Tool for writing large xarray datasets to zarr stores with independent processes☆30Updated 2 months ago
- Lua, Fortran and Python implementations of MAOOAM: the Modular Arbitrary-Order Ocean-Atmosphere Model☆21Updated 4 years ago
- xarray accessor and zarr codec for working with video data☆17Updated last year
- A lightweight machine learning framework for Xarray☆22Updated last year
- Interface for using cubed with xarray☆29Updated 2 weeks ago
- A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)☆20Updated this week
- Python line-by-line radiative transfer model☆11Updated last year
- Project Pythia cookbook for Kerchunk☆18Updated this week
- A climate change scenario-building analysis framework.☆20Updated this week
- Project Pythia Cookbook template☆26Updated this week
- PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.☆11Updated 3 years ago
- Implementations of two-layer models by Held et al. and Geoffroy et al.☆10Updated last year
- 🐼🌹 A simple Pandas accessor for making windrose plots.☆15Updated last year
- Collection of Python scripts and notebooks to demonstrate plotting on the ICON grid.☆17Updated 7 months ago
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.☆20Updated 2 months ago
- Re-write of FV3GFS weather/climate model in Python☆19Updated 2 weeks ago
- Forecast Sensitivity to Observations and Observation Impact☆18Updated 3 years ago
- Nested bootstrap resampling of xarray objects☆17Updated 5 months ago