This repository hosts a productionized vehicle price predictor model which I developed based on ~37,000 vehicle listings in southern British Columbia. The reposity for the full project is here.
You can try out the model here. Copy in a Craigslist vehicle listing to get the estimated market value.
Python Version: 3.6.12
Libraries Used: Flask, waitress, requests, bs4, pandas, lightgbm
Heroku Demo by Krish C Naik: https://github.com/krishnaik06/Heroku-Demo
ML Deployment by Chris I.: https://towardsdatascience.com/productionize-a-machine-learning-model-with-flask-and-heroku-8201260503d2
Data Science Project Walkthough by Ken Jee: https://github.com/PlayingNumbers/ds_salary_proj#data-science-salary-estimator-project-overview
Pickle File Compression by Carlos Valcarcel: https://betterprogramming.pub/load-fast-load-big-with-compressed-pickles-5f311584507e