mllabcode

Source code for eight regression lab experiments (NumPy/SciPy/statsmodels basics, linear, multiple, polynomial and logistic regression, time series, imbalanced data).

Install

pip install mllabcode

Use

from mllabcode import code

print(code(1))        # source of experiment 1, as a string

code(n) accepts 1 to 8 and raises ValueError for anything else. From a terminal: python -m mllabcode 1.

The package only returns the source text. To run an experiment you still need the libraries it imports (numpy, scipy, pandas, statsmodels, scikit-learn, matplotlib) and, for experiments 6 and 8, the dataset files they read.