Python Lab BMC

Searchable library of Python data-science lab experiments (EDA, preprocessing, sampling, hypothesis testing, regression diagnostics, classification/ROC, decision trees & random forest), all using the Titanic dataset.

Usage

Press Ctrl+Alt+E (Cmd+Alt+E on Mac) or run Python Lab BMC: Select Experiment or Dataset.

• Pick an experiment: its code is copied to the clipboard.
• Pick the dataset: Titanic-Dataset.csv is copied to your Desktop (never overwrites existing files).

Requires Python with pandas, numpy, matplotlib, seaborn, scikit-learn, scipy and statsmodels to run the code.

Notes

Independent project, not affiliated with the "Code Runner" extension. Use according to your institution's academic-integrity rules.