tobifinn / torch-assimilateLinks
Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
☆14Updated 6 months ago
Alternatives and similar repositories for torch-assimilate
Users that are interested in torch-assimilate are comparing it to the libraries listed below
Sorting:
- 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
- Interactivate plotting of NetCDF data in Python☆13Updated last month
- Notes and practicals for my "Physics of the Climate System" lecture☆28Updated last year
- A python package for computing zonal mean and related atmospheric diagnostics☆16Updated last year
- A ML-oriented generic patcher for xarray data structures.☆18Updated 6 months ago
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆14Updated 2 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- a toolbox for Earth System Model analysis☆29Updated 4 years ago
- 🐼🌹 A simple Pandas accessor for making windrose plots.☆15Updated 2 years ago
- Python remapping tools for climate and earth system models.☆20Updated this week
- a collection of remote climate data accessed via intake cached to disk☆19Updated 2 months ago
- Nested bootstrap resampling of xarray objects☆18Updated 7 months ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆21Updated 11 months ago
- R&D Python package for processing ICON data with xarray☆10Updated 2 years ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- diagnostic analyses and calculations in contour-based coordinates☆18Updated last year
- Statistical tests on xarray objects☆14Updated last week
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆13Updated 3 years ago
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Updated 5 years ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆68Updated last year
- Xscale a library of multi-dimensional signal processing tools using parallel computing☆25Updated 6 years ago
- A Python package for netCDF analysis and post-processing☆83Updated last month
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆14Updated 2 years ago
- An organizational meta-repo with pointers to all of the myriad educational materials available today (in any form)☆32Updated 5 years ago
- A Python package of algorithms and metrics used to characterise and identify jet streams, based on xarray.☆27Updated 2 weeks ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago
- Climate Analysis Tool written in python☆28Updated 2 years ago
- Generalized Analog Regression Downscaling (GARD) code☆33Updated last year
- Continuous wavelet transform with xarray.☆17Updated last year
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago