Titanic Kaggle Competition ML Frameworks

ML projects and solutions specifically focused on the Titanic dataset Kaggle competition, including data preprocessing, feature engineering, model training, and survival prediction implementations. Does NOT include general ML tutorials, other Kaggle competitions, or datasets unrelated to the Titanic challenge.

There are 44 titanic kaggle competition frameworks tracked. The highest-rated is agconti/kaggle-titanic at 44/100 with 949 stars.

Get all 44 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	agconti/kaggle-titanic A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition....	44	Emerging	949	Jupyter Notebook
2	ahmedbesbes/How-to-score-0.8134-in-Titanic-Kaggle-Challenge Solution of the Titanic Kaggle competition	35	Emerging	132	Jupyter Notebook
3	Dalageo/ml-titanic-shipwreck Exploring the World's Most Renowned Shipwreck 🚢	31	Emerging	12	Jupyter Notebook
4	Ruban2205/titanic-classification Welcome to the Titanic Classification project repository! This project aims...	30	Emerging	8	Jupyter Notebook
5	ShayanPersonal/Kaggle-Passenger-Screening-Challenge-Solution 10th place solution to the $1,500,000 Kaggle Passenger Screening Challenge.	26	Experimental	27	Python
6	Mindful-AI-Assistants/spaceship Predict which passengers are transported to an alternate dimension	24	Experimental	3	Jupyter Notebook
7	zmzhouXJTU/Titanic_Rescue_Prediction Kaggle入门级机器学习项目：泰坦尼克号生存预测	24	Experimental	73	Jupyter Notebook
8	miguel-c05/Titanic-Survivability-Prediction Personal project of 3 FCUP/FEUP students regarding "Titanic - Machine...	23	Experimental	1	Jupyter Notebook
9	ShivamPawaskar/Titanic-Prediction Titanic survival prediction with ensemble ML, feature engineering, and a...	23	Experimental	1	Jupyter Notebook
10	alexeev-prog/TitanicPrediction Проект по анализу данных и машинному обучении модели на основе датасета Титаника	23	Experimental	1	Python
11	Habiibiie/titanic-mlops-k8s 🚢 Build a production-ready MLOps pipeline for Titanic survival prediction...	22	Experimental	—	Python
12	DanielGunna/Titanic-Machine-Learning Applying Machine Learning Algorithms to the Kaggle "Titanic Survival...	22	Experimental	10	Python
13	Hunter90Z/Titanic-Survival-Predictor 🚢 Predict Titanic passenger survival using a deep learning model based on...	22	Experimental	—	Jupyter Notebook
14	Hassan0397/Titanic-Survival-Prediction This project is an end-to-end Machine Learning classification problem where...	22	Experimental	—	Jupyter Notebook
15	Shad0w81/titanic-catboost Kaggle Titanic · CatBoost · 0.77751 Public LB	22	Experimental	—	Jupyter Notebook
16	alicevillar/titanic-kaggle Titanic rescue prediction using Decision Tree, SVM, Logistic Regression,...	21	Experimental	9	Jupyter Notebook
17	eboekenh/Titanic_ML_Random_Forest Titanic survival prediction — Random Forest classifier with feature...	18	Experimental	5	Python
18	codelones/titanic-survival-prediction Survival prediction using Titanic dataset and Logistic Regression	15	Experimental	6	Python
19	gabrielgodoiii/titanic-machine-learning Machine Learning project that predicts Titanic passenger survival using...	14	Experimental	—	Jupyter Notebook
20	khushilorish/titanic-survival-analysis Data cleaning, feature engineering, and EDA on the Titanic dataset to...	14	Experimental	—	Jupyter Notebook
21	inneedloveBu/titanic-survival-prediction A complete data science project predicting Titanic survival, featuring EDA,...	14	Experimental	—	Jupyter Notebook
22	berkay-ai/titanic-ml-analysis Machine learning classification project using KNIME to predict Titanic...	14	Experimental	—	—
23	subham23s/titanic-survival-prediction Predicts Titanic passenger survival using Logistic Regression and Random...	14	Experimental	—	Python
24	PankajHarabhare09/TitanicSurvivalPredictionUsingML Machine Learning project that predicts Titanic passenger survival using...	14	Experimental	—	Python
25	minumukeshk/titanic-survival-prediction Machine Learning project predicting Titanic passenger survival using Random Forest.	14	Experimental	—	Jupyter Notebook
26	SRRayhan066/Titanic-Survival-Prediction A classification model built using Logistic Regression to predict survival...	14	Experimental	—	Python
27	Leandroluys/Titanic-Survival-Analysis 🚢 Analyze Titanic passenger data to uncover survival trends through data...	14	Experimental	—	Jupyter Notebook
28	sjay61927/titanic-eda-analysis Description: Exploratory Data Analysis on Titanic dataset using Python,...	14	Experimental	—	Jupyter Notebook
29	Redhoudini/Titanic-ML-Prediction-API Flask-based machine learning API for Titanic survival prediction using...	14	Experimental	—	Python
30	muqadasejaz/Titanic-Survival-Prediction This repository contains the source code of Titanic Survival Prediction...	14	Experimental	3	Jupyter Notebook
31	Ramtin-Karbaschi/Titanic_XGBOOSTmodel XGBoost classification model predicting Titanic passenger survival with data...	14	Experimental	3	Jupyter Notebook
32	Ramtin-Karbaschi/SpaceshipTitanic_LGBMmodel The machine learning model is trained utilizing the LightGBM algorithm based...	14	Experimental	3	Jupyter Notebook
33	shervinnd/Titanic-Survival-Predictor 🚢 Dive into the Titanic dataset with this ML project! Using TensorFlow,...	13	Experimental	2	Jupyter Notebook
34	Adinath-Jagtap/Titanic-Machine-Learning-from-Disaster 🚢 Kaggle Titanic ML solution achieving 0.80143 score using 100-model...	13	Experimental	2	Jupyter Notebook
35	CSFelix/spaceship-titanic-competition 🚀 Predicting whether Passenger has been Transported to Another Dimension 🚀	13	Experimental	6	Jupyter Notebook
36	abubakrshykh/DecisionTrees-Binary-CLassification- The objective of this project is to build a decision tree model that can...	12	Experimental	3	Jupyter Notebook
37	GraysonWills/kaggle-spaceshiptitanic Kaggle competition: SpaceshipTitanic	11	Experimental	—	—
38	cserajdeep/PyCaret-and-Titanic-Dataset EDA on dataset using PyCaret python library including classification and visulization	11	Experimental	—	Jupyter Notebook
39	caydenrgarrett/Titanic-ML-Binary-Classification A machine learning classification project based on the Titanic Kaggle...	11	Experimental	—	Jupyter Notebook
40	dane-meister/Titanic-Survival-Prediction This project applies machine learning to the Titanic dataset to predict...	11	Experimental	—	Jupyter Notebook
41	SameetAsadullah/Classification-Model-on-Titanic-Dataset Implementing Classification Model on the given Titanic Dataset	10	Experimental	1	Jupyter Notebook
42	okmttdhr/kaggle-titanic-deeplearn-js Kaggle's Titanic with deeplearn.js	10	Experimental	1	TypeScript
43	Valkorz/titanic-challenge-model Datapy is a Python project created for the Kaggle Titanic competition,...	10	Experimental	1	Python
44	gustavomello-source/Kaggle-Titanic-Dataset-Exercise Kaggle's Titanic Dataset Data Science and Artificial Intelligence project.	10	Experimental	1	Jupyter Notebook

Comparisons in this category

kaggle-titanic and How-to-score-0.8134-in-Titanic-Kaggle-Challenge (44 vs 35) titanic-classification and Titanic-Survival-Predictor (30 vs 22) titanic-classification and Titanic-Survival-Prediction (30 vs 22) Titanic-Survival-Predictor and Titanic-Survival-Prediction (22 vs 22)