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rodrigo-arenas / Sklearn-genetic-opt

ML hyperparameters tuning and features selection, using evolutionary algorithms.
https://sklearn-genetic-opt.readthedocs.io
MIT License
289 stars 73 forks source link

[DOCS] Jupyter Notebooks Tutorials #44

Closed rodrigo-arenas closed 2 years ago

rodrigo-arenas commented 3 years ago

Is your feature request related to a problem? Please describe. There are several Jupyter Notebooks that are meant to be a tutorial for new users, but currently they are very simple, the models and options are almost the same across the notebooks and there is a lack of explanation of what is going on.

Describe the solution you'd expect Review the existing Notebooks under the docs/notebooks folder, improve the documentation, it's also possible to change the models, their options to show case different capabilities. Optionally, you can add your own notebook showing a new model/dataset use case. The models can be outside scikit-learn but must be compatible with it, like XGBoost.

NOTE: More that one person may work on this issue, as there are several notebooks, mention in the comments which one you are working on, so other people can take a different one. If you are not longer working on that notebook, please also comment it.

rhit-namburs commented 3 years ago

Hi I would like to work on it. Note that this is my first time working on a open source project.

rodrigo-arenas commented 3 years ago

Ey of course, don't worry, any help is appreciate. You can start just with one notebook, make the pull request to get some feedback or comments if needed, so you get more familiar with the project.

Make sure to read the contributing guides so you can see what is the regular workflow