Workflows Index

End-to-end Jupyter Notebook templates for common data science tasks. Each example uses a small, built-in dataset.

• Classification with Tabular Data - Training a random forest classifier with scikit-learn preprocessing and grid search on the Palmer penguins dataset.
• Regression with Tabular Data - Training different regression models with scikit-learn preprocessing and grid search on the tips dataset.
• Forecasting on Univariate Time Series - Training different forecasting models with darts package on sea ice dataset.