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oriol-pomarol / repository
The CodeGEO Workshops have been created by the DPG Coding/ML group, at Utrecht University, to provide an easy way into machine learning for fellow geoscientists. In this repository you can find several Python notebooks from which to learn all about ML with a hands-on approach!
The CodeGEO Workshops have been created by the DPG Coding/ML group (Department of Physical Geography, Utrecht University), to provide an easy way into machine learning for our colleagues and fellow geoscientists elsewhere.
In these workshops, a machine learning related topic is introduced and exemplified through a Python Notebook. The notebooks are ordered by date of publication, but are meant to be stand-alone and last about 1h. They also contain exercises in which one can put to practice the concepts learnt, and start learning ML from hands-on experience!
For UU email account holders, we encourage you to join the DPG Coding/ML Teams group (see Contact section), where you can find presentations with additional contents and recordings for these workshops. There you can also stay up to date with our activities and keep in touch with our wonderful community.
The recommended way of going through the notebooks is by using Google Collab. You can find a link at the top of each notebook that will automatically take you there. Before running the notebook, you will be asked to sign in with your Google account and go through a Warning (select "Run anyway" to skip). After that, you can run, change and play with the code as much as you want!
If you still prefer to run the notebooks locally, please follow the instructions below:
Install Anaconda, or your preferred conda distribution.
Download the environment.yml file from this repository.
Create the conda environment from the Anaconda prompt at your file’s location.
conda env create -f environment.yml
conda activate codegeo_workshop
This repository is being actively developed by the DPG Coding/ML group. Here is a list of the main contributors:
Do you want to join our community? Do you have questions or suggestions about the workshops? Is something not working properly? Please contact us at o.pomarolmoya@uu.nl.