vibhavagarwal5/sfo-crime-classification

Predict the category of crimes that occurred in the city by the bay

San Francisco Crime Classification

The required directory structure is maintained here in the Google Drive folder. The pickle models are maintained in this pickle folder and the associated dataset (along with the cleaned data) has been maintained in this dataset folder.

Refer to the project report for a detailed analysis of our project and how we proceeded with it.

Install Requirements

pip3 install -r requirements.txt

Perform Feature Engineering

python3 feature_engineering.py

Visualization / EDA

python3 visualization.py

Build models (as required) and pickle the same

python3 model.py