Taxi Fare Prediction ML Frameworks

End-to-end ML projects predicting taxi and ride-hailing fares using regression, time-series, or deep learning models on urban transportation datasets. Does NOT include general demand forecasting, anomaly detection, or non-transportation pricing prediction projects.

There are 16 taxi fare prediction frameworks tracked. The highest-rated is nasa/ML-airport-taxi-out at 38/100 with 39 stars.

Get all 16 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=taxi-fare-prediction&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	nasa/ML-airport-taxi-out The ML-airport-taxi-out software is developed to provide a reference...	38	Emerging	39	Python
2	MaxHalford/taxi-demo-rp-mz-rv-rd-st 🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and...	31	Emerging	44	Python
3	admossie/nyc-taxi-portfolio XGBoost fare predictor on 2025 NYC yellow taxi data — MAE $1.66, R² 0.951....	22	Experimental	—	Jupyter Notebook
4	mo0ody88/NYC-Taxi-Fare-Analysis 🚖 Analyze NYC Yellow Taxi trip data for fare prediction and demand insights...	22	Experimental	—	Jupyter Notebook
5	codelibra/Time-series-analysis-nyc-taxi ⏰ 📓 Time series analysis of new york taxi data	20	Experimental	9	Java
6	bartk97/NYC-Taxi-Anomaly-Detection Final Project for the 'Machine Learning and Deep Learning' Course at AGH...	19	Experimental	9	Jupyter Notebook
7	RozhanMK/Taxi-demand-prediction this repository contains main project of Rahnema college machine learning bootcamp	18	Experimental	5	Jupyter Notebook
8	Shahab-Esfandiar/TaxiDemand-Prediction-Using-DeepLearning Develope a CNN-LSTM model with Multi-Head Attention mechanism model to...	15	Experimental	2	Jupyter Notebook
9	kietkongu1/NYC-Taxi-Festival-Analysis 🚖 Analyze NYC taxi data to uncover festival trends and predict demand using...	15	Experimental	1	Jupyter Notebook
10	nabilalibou/Uber_Fare_Prediction_Explained This repository documents a complete ML workflow to model Uber fares in...	15	Experimental	5	Jupyter Notebook
11	Tetooozx/taxi-weather-analytics 🚖 Analyze NYC taxi trips and weather data with an ETL pipeline using Apache...	14	Experimental	—	Python
12	mridul0703/Cab-fare-Prediction Our machine learning project focuses on building and evaluating predictive...	14	Experimental	12	Jupyter Notebook
13	Mdshafeeulla/Taxi-fare-price-Predicaton Designed using the Pytorch	14	Experimental	—	—
14	Fransis182/automatidata-nyc-taxi-analytics End-to-end data analytics project using NYC Yellow Taxi data: EDA,...	14	Experimental	—	Jupyter Notebook
15	vansh-agarwal/NYC-TAXI-DATA-EDA-MLModel End-to-end ML project predicting NYC taxi fares using XGBoost + Optuna on a...	13	Experimental	2	Jupyter Notebook
16	edwarddramirez/taxi-forecast Forecast NYC taxi activity with deep learning. We compare the performances...	11	Experimental	2	Jupyter Notebook