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 32 flight delay prediction frameworks tracked. The highest-rated is harshitaphadtare/GoPredict at 39/100 with 13 stars.

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#	Framework	Score	Tier	Stars	Language
1	harshitaphadtare/GoPredict End-to-end machine learning pipeline for trip duration prediction with...	39	Emerging	13	Jupyter Notebook
2	michaelflppv/flight-delay-insurance This is a repository of the educational project within "Deep Dive into...	31	Emerging	3	Python
3	nive927/Flight_Delay_Prediction A two-stage predictive machine learning engine that forecasts the on-time...	27	Experimental	25	Jupyter Notebook
4	junzis/atdelay Air Traffic Delays Prediction Models	24	Experimental	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	24	Experimental	9	Jupyter Notebook
6	Yuxiang-Fan/Railway-passenger-volume-analysis A comprehensive statistical study and automated modeling pipeline for...	22	Experimental	—	Python
7	JessePMelo/anac-flight-delay-prediction Predicts flight delays in Brazil using ANAC data and machine learning...	22	Experimental	—	Jupyter Notebook
8	sudeep7307/hk-immd-passenger-traffic-analysis 🛃 Analyze daily passenger traffic at Hong Kong immigration checkpoints to...	22	Experimental	—	Python
9	DanteSc03/Predicting-Flight-Delays This project analyzes and visualizes airline delay causes using data sourced...	22	Experimental	7	Jupyter Notebook
10	Danalytiks/Gaterunner Flight connection risk predictor using airport timing models and...	22	Experimental	—	TypeScript
11	LozanoLsa/Delays_Are_Not_Random [1] What if delays are not random - but predictable?	22	Experimental	—	Jupyter Notebook
12	tapashsutradhar/airport-operations-analytics-forecasting Data analytics and forecasting system to predict passenger traffic, detect...	22	Experimental	—	—
13	HwaiTengTeoh/Flight-Delays-Prediction-Using-Machine-Learning-Approach Flight delays prediction and analysis: Machine Learning Approach	21	Experimental	13	Jupyter Notebook
14	radoslawkrolikowski/adsb-flight-localization Real-time aircraft localization prediction based on crowdsourced air traffic...	21	Experimental	39	Jupyter Notebook
15	luismdg/HackMty_FlightFlow Smart intelligence platform for airline catering operations. Combines...	20	Experimental	1	JavaScript
16	dragoscalin33/flight-on-time-ds Full-stack flight delay prediction system — CatBoost ML model + FastAPI +...	19	Experimental	—	Jupyter Notebook
17	tapashsutradhar/airport-operations-management-dificulties-analytics AI-driven business management and data analysis project for airport...	15	Experimental	—	—
18	cmasteran1/flightright The source code for flightright including, feature training, backend api...	14	Experimental	—	Python
19	pantrickk/supply-chain-analytics ML pipeline predicting late delivery risk in supply chain operations using...	14	Experimental	—	Python
20	thaihoanguyen1309/Airline-Analysis To establish a proactive alert system for at-risk passengers and pinpoint...	14	Experimental	—	Jupyter Notebook
21	Vatsal1208/supply-chain-project ML model to predict supply chain delivery delays using XGBoost	14	Experimental	—	Jupyter Notebook
22	rafiqqqq/Project_D_LAX_Airport_Growth_Prediction 📈 Forecast LAX airport passenger growth from 2002 to 2017 using time-series...	14	Experimental	—	Jupyter Notebook
23	VivekReddy10-08-2004/Risk-event-prediction-for-Air-Cargo Air cargo risk prediction project using machine learning to flag high-risk...	14	Experimental	—	Jupyter Notebook
24	Payal3214/INDIGO_CRISIS_December_2025 interactive case study of IndiGo's December 2025 flight crisis — root...	14	Experimental	—	HTML
25	grave021999/citypulse 🚕 CityPulse — AI-powered Streamlit dashboard predicting high-demand NYC taxi...	14	Experimental	—	Python
26	kerim-kilic/flight-delay-prediction Predicting flight delays in the US airport network using machine learning	14	Experimental	1	RMarkdown
27	Aly-EL-Badry/Flight-Delay-Prediction-MLops A Machine Learning System that work on prediciton of flight Delay to take...	13	Experimental	2	Jupyter Notebook
28	Pegah-Ardehkhani/Air-Passenger-Demand-Forecasting Forecast airline passenger demand using time series models like AR, ARMA,...	13	Experimental	6	Jupyter Notebook
29	SimonBernarding/ML_project_SimonBernarding This project focuses on predicting flight delays using historical data from...	12	Experimental	3	Jupyter Notebook
30	ColbyRobinson/Supply-Chain-Shipment-Delay-Prediction This repository contains a machine learning pipeline & supply-chain analysis...	12	Experimental	3	Jupyter Notebook
31	HetavVyas/logistics-shipment-performance-analysis End-to-end logistics shipment analysis using Python, SQL, Power BI, and a...	11	Experimental	—	Jupyter Notebook
32	SerkanAnar/metro-delay-prediction Serverless Machine Learning System for predicting metro delays in Stockholm, Sweden.	11	Experimental	—	Jupyter Notebook