Flight Delay Prediction ML Frameworks

Machine learning projects for predicting flight delays, connection risks, and on-time performance. Includes related aviation forecasting like fuel consumption and aircraft trajectory modeling. Does NOT include general airport passenger traffic prediction, railway/transportation forecasting, or flight booking/insurance applications.

There are 23 flight delay prediction frameworks tracked. The highest-rated is harshitaphadtare/GoPredict at 45/100 with 13 stars.

Get all 23 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	harshitaphadtare/GoPredict End-to-end machine learning pipeline for trip duration prediction with...	45	Emerging	13	Jupyter Notebook
2	michaelflppv/flight-delay-insurance This is a repository of the educational project within "Deep Dive into...	38	Emerging	3	Python
3	nive927/Flight_Delay_Prediction A two-stage predictive machine learning engine that forecasts the on-time...	34	Emerging	25	Jupyter Notebook
4	junzis/atdelay Air Traffic Delays Prediction Models	31	Emerging	26	Jupyter Notebook
5	yankmo/DeepTP 基于深度学习的飞行轨迹预测系统，融合天气数据和飞行计划实现智能航迹预测	30	Emerging	9	Jupyter Notebook
6	DanteSc03/Predicting-Flight-Delays This project analyzes and visualizes airline delay causes using data sourced...	29	Experimental	7	Jupyter Notebook
7	HwaiTengTeoh/Flight-Delays-Prediction-Using-Machine-Learning-Approach Flight delays prediction and analysis: Machine Learning Approach	28	Experimental	13	Jupyter Notebook
8	LozanoLsa/Delays_Are_Not_Random [1] What if delays are not random - but predictable?	22	Experimental	—	Jupyter Notebook
9	sudeep7307/hk-immd-passenger-traffic-analysis 🛃 Analyze daily passenger traffic at Hong Kong immigration checkpoints to...	22	Experimental	—	Python
10	Yuxiang-Fan/Railway-passenger-volume-analysis A comprehensive statistical study and automated modeling pipeline for...	22	Experimental	—	Python
11	JessePMelo/anac-flight-delay-prediction Predicts flight delays in Brazil using ANAC data and machine learning...	22	Experimental	—	Jupyter Notebook
12	radoslawkrolikowski/adsb-flight-localization Real-time aircraft localization prediction based on crowdsourced air traffic...	21	Experimental	39	Jupyter Notebook
13	kerim-kilic/flight-delay-prediction Predicting flight delays in the US airport network using machine learning	21	Experimental	1	RMarkdown
14	Pegah-Ardehkhani/Air-Passenger-Demand-Forecasting Forecast airline passenger demand using time series models like AR, ARMA,...	20	Experimental	6	Jupyter Notebook
15	Aly-EL-Badry/Flight-Delay-Prediction-MLops A Machine Learning System that work on prediciton of flight Delay to take...	19	Experimental	2	Jupyter Notebook
16	SimonBernarding/ML_project_SimonBernarding This project focuses on predicting flight delays using historical data from...	19	Experimental	3	Jupyter Notebook
17	tapashsutradhar/airport-operations-management-dificulties-analytics AI-driven business management and data analysis project for airport...	17	Experimental	—	—
18	rafiqqqq/Project_D_LAX_Airport_Growth_Prediction 📈 Forecast LAX airport passenger growth from 2002 to 2017 using time-series...	14	Experimental	—	Jupyter Notebook
19	grave021999/citypulse 🚕 CityPulse — AI-powered Streamlit dashboard predicting high-demand NYC taxi...	14	Experimental	—	Python
20	thaihoanguyen1309/Airline-Analysis To establish a proactive alert system for at-risk passengers and pinpoint...	14	Experimental	—	Jupyter Notebook
21	cmasteran1/flightright The source code for flightright including, feature training, backend api...	14	Experimental	—	Python
22	Vatsal1208/supply-chain-project ML model to predict supply chain delivery delays using XGBoost	14	Experimental	—	Jupyter Notebook
23	HetavVyas/logistics-shipment-performance-analysis End-to-end logistics shipment analysis using Python, SQL, Power BI, and a...	13	Experimental	—	Jupyter Notebook

Comparisons in this category

Flight_Delay_Prediction and flight-delay-prediction (34 vs 21)