DSLR

Statisical analysis and logistical regression with Python, from screatch without any libraries that make life easier.

Task

Make a statical analysis solution and logistical regression algorithm to run the projects.

Run

Windows:

python -m venv venv
venv/scripts/activate
pip install -r requirements.txt
make

Mac/Linux

python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
make

Run seperate scripts

Train

./logreg_train.py

Predict

./logreg_predict.py

Describe, describes the data of the project

python3 ./describe.py

Describe, describes the data of the project

./describe.py

Plots a histogram to look for correlations.

./histogram.py

Plots a histogram and scatter plot

./pair_plot.py

Plots a scatter plot of houses

./scatter_plot.py