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nika2811 / New-York-City-Taxi-Fare-Prediction

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About In this project using New York dataset we will predict the fare price of next trip. The dataset can be downloaded from https://www.kaggle.com/kentonnlp/2014-new-york-city-taxi-trips The dataset contains 8 features along with GPS coordinates of pickup and dropoff

nyc data machine-learning neural-network tensorflow linear-regression scikit-learn data-visualization kaggle kaggle-competition xgboost data-preprocessing decision-trees feature-engineering ridge-regression polynomial-regression taxi taxi-data
  • Updated Aug 13, 2022
  • Jupyter Notebook

fabio-pecora / taxi-trip-duration-prediction

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This is a prediction of the duration of taxi trips in new york. The main work is based on the dataset adding a weather datasaet and many other features (rush hours, weekend days, speed, etc...). You can check my medium publication where I explain all the work done. MEDIUM: https://medium.com/cuny-csi-mth513/new-york-city-taxi-trip-duration-predi…

python machine-learning duration random-forest pandas-dataframe scikit-learn machine-learning-algorithms speed dataset trip prediction-model taxi xgboost-algorithm
  • Updated Jun 30, 2023
  • Jupyter Notebook

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