pangeo-data / ml-workflow-examplesLinks
Simple examples of data pipelines from xarray to ML training
☆22Updated 6 years ago
Alternatives and similar repositories for ml-workflow-examples
Users that are interested in ml-workflow-examples are comparing it to the libraries listed below
Sorting:
- Scripts for benchmarking performance of Zarr and HDF5 in different contexts☆11Updated 6 years ago
- Extended Sea Ice Outlook☆11Updated 6 years ago
- a toolbox for Earth System Model analysis☆29Updated 4 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 3 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 5 years ago
- An organizational meta-repo with pointers to all of the myriad educational materials available today (in any form)☆32Updated 5 years ago
- Tutorial created by Chelle Gentemann for Ocean Sciences 2020 Meeting☆34Updated 4 years ago
- ☆11Updated 3 years ago
- Xscale a library of multi-dimensional signal processing tools using parallel computing☆25Updated 6 years ago
- Nested bootstrap resampling of xarray objects☆18Updated 11 months ago
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆13Updated 3 years ago
- Multiple linear regression from Statsmodels library coupled with Xarray library☆14Updated 6 years ago
- A series of Jupyter notebooks that walk you through the fundamentals of Python, Scientific Computing and Visualization, Machine Learning …☆15Updated 6 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 9 months ago
- Phy411 Time Series Analysis - University of Victoria☆21Updated 9 years ago
- Package for analyzing and visualizing atmospheric data☆14Updated 8 years ago
- xarray-aware scikit-learn☆17Updated 4 years ago
- ☆14Updated 5 years ago
- Aggregating gridded data (xarray) to polygons☆35Updated 4 years ago
- Jupyter notebooks for research and teaching☆10Updated 4 years ago
- machine learning for the atmospheric sciences - a CSU course☆34Updated 2 years ago
- R&D Python package for processing ICON data with xarray☆10Updated 2 years ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆49Updated 7 years ago
- Explore the High-Resolution Rapid Refresh weather forecast output using Pyviz (hvplot and panel)☆15Updated last year
- A set of GrADS functions in Python (hdivg, hcurl...)☆11Updated 4 years ago
- This is a repository of my python notebooks that may be of general interest.☆19Updated 11 months ago
- Tutorial on building and using effective colormaps in climate science☆36Updated 5 years ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆68Updated last year
- Intake-esm Datastore☆14Updated 3 weeks ago
- Python package to label and track unique geospatial features from gridded datasets☆45Updated 2 months ago