EuroPython 2022 - scikit-learn tutorial
Some intro slides
Follow the tutorial online
- Launch an online notebook environment using:
You need an internet connection but you will not have to install any package locally.
Running the tutorial locally
Dependencies
The tutorials will require the following packages:
- python
- jupyter
- scikit-learn
- pandas
- matplotlib
- seaborn
- shap
Local install
We provide both requirements.txt and environment.yml to install packages.
You can install the packages using pip:
$ pip install -r requirements.txt
You can create an sklearn-tutorial conda environment executing:
$ conda env create -f environment.yml
and later activate the environment:
$ conda activate sklearn-tutorial
You might also only update your current environment using:
$ conda env update --prefix ./env --file environment.yml --prune