DSLR

This is a School21's project that aims to implement logistic regression

Usage

pip install .\requeirments.txt

Reproduction of Pandas' function "describe"

python .\describe.py

Graph analysis using graphs

python .\histogram.py

python .\scatter_plot.py

python .\pair_plot.py

Reproduction LR - Train mode

Output - CSV file (weights.csv) with weights for each variable

python .\logreg_train.py datasets\dataset_train.csv

Reproduction LR - Test mode

python .\logreg_predict.py datasets\dataset_test.csv weights.csv

Score