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eScience 2025 course
Jupyterhub access
Workflow for eScience2025 course
Basic setup
Basic Rules for the course
Sharing data
Jupyterhub basic usage
Starting and stopping your server
The JupyterLab Interface
Using different kernels in notebooks
JupyterLab settings
Data
Acessing model data using intake-esm
Local shared data
ACTRIS data
Using version control on Jupyterhub:
Starting with git on the jupyterhub
Setting up remotes
Pull requests and Issues
Resolving merge/rebase conflicts
General tips
Using command terminal
Monitoring resources
Using debugger
Learning Corner
Useful links
Example Notebooks
Python tips & tricks
Some tips with xarray and pandas
Making a nice table
Brief introduction to Dask
Making your own modules and some numba tips
How to use Markdown in Jupyter notebook
Reading files and regridding
Interpolate hybrid sigma pressure coordinates to pressure
Regridding model data with xESMF
Using masks and computing weighted average
Mask land
Using cartopy and projections for plotting
Specific examples
Using xarray to read EBAS data
Read CMIP-PPE data and emulate with Gaussian Processor
ECHAM-SALSA Aerosol Data Introduction
Exporting notebooks
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