ncar-hackathons / hands-on-examples
A series of Jupyter notebooks that walk you through the fundamentals of Python, Scientific Computing and Visualization, Machine Learning in Python, etc.
☆15Updated 5 years ago
Alternatives and similar repositories for hands-on-examples:
Users that are interested in hands-on-examples are comparing it to the libraries listed below
- Nested bootstrap resampling of xarray objects☆17Updated last month
- a toolbox for Earth System Model analysis☆28Updated 3 years ago
- ⏱ Various benchmark comparisons for data analysis with python, julia, CDO, NCO, and NCL☆23Updated last year
- code for simple models of the atmosphere and ocean☆29Updated 3 years ago
- xarray accessor for automating choosing colormaps, aimed at geosciences☆24Updated last year
- Python package to label and track unique geospatial features from gridded datasets☆39Updated 3 weeks ago
- Tools to support analysis of POP2-CESM model solutions☆25Updated 2 months ago
- ☆10Updated 3 years ago
- Statistical tests on xarray objects☆13Updated last month
- Examples of analysis of ocean data and simulation outputs using xarray, xgcm, and pangeo.☆21Updated 5 years ago
- ☆20Updated 3 years ago
- Earth System Model Lab (esmlab). ⚠️⚠️ ESMLab functionality has been moved into <https://github.com/NCAR/geocat-comp>. ⚠️⚠️☆24Updated 3 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 simple atmospheric model☆18Updated 8 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago
- Tutorial created by Chelle Gentemann for Ocean Sciences 2020 Meeting☆32Updated 3 years ago
- Cubed-Sphere data processing with xarray☆18Updated 5 years ago
- diagnostic analyses and calculations in contour-based coordinates☆17Updated 6 months ago
- Repository for hosting material related to the Earth System Data Science (ESDS) initiative efforts☆25Updated 4 months ago
- scripts and tools for ingesting ERA5 into cloud storage☆11Updated 5 years ago
- Wrap the forward-backward Butterworth filter from the scipy package so that it can be easily used by xarray.DataArray.☆9Updated 2 years ago
- Xscale a library of multi-dimensional signal processing tools using parallel computing☆25Updated 6 years ago
- 🌍🌏🌎 A succinct toolset for analyzing climate data. This project is a work-in-progress.☆25Updated 5 months ago
- Examples of CMIP6 cloud data analysis with Pangeo☆24Updated 9 months ago
- Figures with precise control over overall width, plot aspect ratio, between-plot spacing, and colorbar dimensions.☆15Updated 3 years ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- Tutorial on building and using effective colormaps in climate science☆35Updated 5 years ago
- Xarray version of Marine Heatwaves code by Eric Olivier☆24Updated last year
- Some resources I use for teaching☆24Updated 5 years ago