Streamlit

Very Simple setup with streamlit for the kaggle New-York dataset. You can find a nicer interface on my Github (Taxifare interface)

I included very simple visualisations made with folium, altair and seaborn.

Introduction

For information on the dataset you can find it here on Kaggle

About the Taxifare model

Model running on the google cloud platform and with ML flow. Go check TaxiFareModel to check set the set up

Setup

Before everything let us install the requirements provided inside requirements.txt

pip install -r requirements.txt

make install

Now run:

streamlit run app_streamlit.py

Deploy on Heroku

There's a ProcFile included in order to deplot this simple app on Heroku.

Useful links

• Altair