pangeo-data / ml-workflow-examples
Simple examples of data pipelines from xarray to ML training
☆22Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for ml-workflow-examples
- Extended Sea Ice Outlook☆11Updated 5 years ago
- 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
- Xscale a library of multi-dimensional signal processing tools using parallel computing☆25Updated 5 years ago
- Tutorial created by Chelle Gentemann for Ocean Sciences 2020 Meeting☆31Updated 3 years ago
- An organizational meta-repo with pointers to all of the myriad educational materials available today (in any form)☆32Updated 4 years ago
- a toolbox for Earth System Model analysis☆27Updated 3 years ago
- ☆10Updated 2 years ago
- Scripts for benchmarking performance of Zarr and HDF5 in different contexts☆11Updated 5 years ago
- Neural Networks based unified physics parameterization for atmospheric models☆3Updated 7 months ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆11Updated 2 years ago
- A series of Jupyter notebooks that walk you through the fundamentals of Python, Scientific Computing and Visualization, Machine Learning …☆15Updated 5 years ago
- Earth System Model Lab (esmlab). ⚠️⚠️ ESMLab functionality has been moved into <https://github.com/NCAR/geocat-comp>. ⚠️⚠️☆24Updated 3 years ago
- Nested bootstrap resampling of xarray objects☆17Updated this week
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆11Updated 2 years ago
- A way to manage forecast Xarray datasets using datatrees☆14Updated last year
- Describe zarr stores from the command line☆20Updated 10 months ago
- Continuous wavelet transform with xarray.☆14Updated last year
- Explore the High-Resolution Rapid Refresh weather forecast output using Pyviz (hvplot and panel)☆13Updated 10 months ago
- R&D Python package for processing ICON data with xarray☆10Updated last year
- Intake-esm Datastore☆14Updated last month
- ☆45Updated 3 months ago
- Jupyter notebooks for research and teaching☆11Updated 2 years ago
- Examples of analysis of ocean data and simulation outputs using xarray, xgcm, and pangeo.☆21Updated 4 years ago
- Cubed-Sphere data processing with xarray☆17Updated 4 years ago
- machine learning for the atmospheric sciences - a CSU course☆30Updated last year
- Phy411 Time Series Analysis - University of Victoria☆19Updated 8 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
- Tool for writing large xarray datasets to zarr stores with independent processes☆28Updated 3 months ago
- ☆56Updated last month
- a collection of remote climate data accessed via intake cached to disk☆19Updated last month
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆13Updated 5 years ago