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README.md

nyc-taxi

Overview

This is the code for this video on Youtube by Siraj Raval.

Software and Libraries

  • Python 3
  • Scikit-learn: Python’s open source machine learning library
  • XGBoost: Python package for XGBoost model,

Datasets

The primary train dataset (train.csv) and test dataset (test.csv) is at the Kaggle competition website.

The weather dataset is at: weather_data_nyc_centralpark_2016.csv.

The datasets for the fastest routes from OSRM can be found here. The files are: fastest_routes_train_part_1.csv, fastest_routes_train_part_2.csv, and fastest_routes_test.csv

Visualization Image

The final visualization image for the project report is visualization.pdf (.png), and is best viewed zoomed in.

Credits

Credits for this code go to rebeccak1

About

This is the code for "Kaggle Challenge LIVE" By Siraj Raval on Youtube

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