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 55 titanic kaggle competition frameworks tracked. 1 score above 50 (established tier). The highest-rated is agconti/kaggle-titanic at 51/100 with 949 stars.

Get all 55 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....	51	Established	949	Jupyter Notebook
2	ahmedbesbes/How-to-score-0.8134-in-Titanic-Kaggle-Challenge Solution of the Titanic Kaggle competition	42	Emerging	132	Jupyter Notebook
3	Dalageo/ml-titanic-shipwreck Exploring the World's Most Renowned Shipwreck 🚢	38	Emerging	12	Jupyter Notebook
4	Ruban2205/titanic-classification Welcome to the Titanic Classification project repository! This project aims...	37	Emerging	8	Jupyter Notebook
5	ShayanPersonal/Kaggle-Passenger-Screening-Challenge-Solution 10th place solution to the $1,500,000 Kaggle Passenger Screening Challenge.	33	Emerging	27	Python
6	Mindful-AI-Assistants/spaceship Predict which passengers are transported to an alternate dimension	31	Emerging	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	31	Emerging	73	Jupyter Notebook
8	DanielGunna/Titanic-Machine-Learning Applying Machine Learning Algorithms to the Kaggle "Titanic Survival...	29	Experimental	10	Python
9	alicevillar/titanic-kaggle Titanic rescue prediction using Decision Tree, SVM, Logistic Regression,...	28	Experimental	9	Jupyter Notebook
10	miguel-c05/Titanic-Survivability-Prediction Personal project of 3 FCUP/FEUP students regarding "Titanic - Machine...	25	Experimental	1	Jupyter Notebook
11	eboekenh/Titanic_ML_Random_Forest Titanic survival prediction — Random Forest classifier with feature...	25	Experimental	5	Python
12	ShivamPawaskar/Titanic-Prediction Titanic survival prediction with ensemble ML, feature engineering, and a...	23	Experimental	1	Jupyter Notebook
13	alexeev-prog/TitanicPrediction Проект по анализу данных и машинному обучении модели на основе датасета Титаника	23	Experimental	1	Python
14	Hassan0397/Titanic-Survival-Prediction This project is an end-to-end Machine Learning classification problem where...	22	Experimental	—	Jupyter Notebook
15	Hunter90Z/Titanic-Survival-Predictor 🚢 Predict Titanic passenger survival using a deep learning model based on...	22	Experimental	—	Jupyter Notebook
16	codelones/titanic-survival-prediction Survival prediction using Titanic dataset and Logistic Regression	21	Experimental	6	Python
17	Ramtin-Karbaschi/SpaceshipTitanic_LGBMmodel The machine learning model is trained utilizing the LightGBM algorithm based...	21	Experimental	3	Jupyter Notebook
18	Ramtin-Karbaschi/Titanic_XGBOOSTmodel XGBoost classification model predicting Titanic passenger survival with data...	21	Experimental	3	Jupyter Notebook
19	muqadasejaz/Titanic-Survival-Prediction This repository contains the source code of Titanic Survival Prediction...	20	Experimental	3	Jupyter Notebook
20	CSFelix/spaceship-titanic-competition 🚀 Predicting whether Passenger has been Transported to Another Dimension 🚀	20	Experimental	6	Jupyter Notebook
21	Shad0w81/titanic-catboost Kaggle Titanic · CatBoost · 0.77751 Public LB	19	Experimental	—	Jupyter Notebook
22	abubakrshykh/DecisionTrees-Binary-CLassification- The objective of this project is to build a decision tree model that can...	19	Experimental	3	Jupyter Notebook
23	shervinnd/Titanic-Survival-Predictor 🚢 Dive into the Titanic dataset with this ML project! Using TensorFlow,...	19	Experimental	2	Jupyter Notebook
24	SameetAsadullah/Classification-Model-on-Titanic-Dataset Implementing Classification Model on the given Titanic Dataset	17	Experimental	1	Jupyter Notebook
25	okmttdhr/kaggle-titanic-deeplearn-js Kaggle's Titanic with deeplearn.js	17	Experimental	1	TypeScript
26	subham23s/titanic-survival-prediction Predicts Titanic passenger survival using Logistic Regression and Random...	14	Experimental	—	Python
27	gabrielgodoiii/titanic-machine-learning Machine Learning project that predicts Titanic passenger survival using...	14	Experimental	—	Jupyter Notebook
28	khushilorish/titanic-survival-analysis Data cleaning, feature engineering, and EDA on the Titanic dataset to...	14	Experimental	—	Jupyter Notebook
29	PankajHarabhare09/TitanicSurvivalPredictionUsingML Machine Learning project that predicts Titanic passenger survival using...	14	Experimental	—	Python
30	berkay-ai/titanic-ml-analysis Machine learning classification project using KNIME to predict Titanic...	14	Experimental	—	—
31	SRRayhan066/Titanic-Survival-Prediction A classification model built using Logistic Regression to predict survival...	14	Experimental	—	Python
32	Leandroluys/Titanic-Survival-Analysis 🚢 Analyze Titanic passenger data to uncover survival trends through data...	14	Experimental	—	Jupyter Notebook
33	sjay61927/titanic-eda-analysis Description: Exploratory Data Analysis on Titanic dataset using Python,...	14	Experimental	—	Jupyter Notebook
34	caydenrgarrett/Titanic-ML-Binary-Classification A machine learning classification project based on the Titanic Kaggle...	13	Experimental	—	Jupyter Notebook
35	yassnemo/titanic-survival-analysis Project for Titanic survival prediction, achieving 83.28% accuracy through...	13	Experimental	6	Jupyter Notebook
36	dane-meister/Titanic-Survival-Prediction This project applies machine learning to the Titanic dataset to predict...	13	Experimental	—	Jupyter Notebook
37	GraysonWills/kaggle-spaceshiptitanic Kaggle competition: SpaceshipTitanic	13	Experimental	—	—
38	inneedloveBu/titanic-survival-prediction A complete data science project predicting Titanic survival, featuring EDA,...	13	Experimental	—	Jupyter Notebook
39	Adinath-Jagtap/Titanic-Machine-Learning-from-Disaster 🚢 Kaggle Titanic ML solution achieving 0.80143 score using 100-model...	13	Experimental	2	Jupyter Notebook
40	teddyoweh/Titanic-Decision-Tree-Classifier Decision Tree Classifier on the Titanic Dataset to determine if a person survived	13	Experimental	11	Jupyter Notebook
41	AmirFARES/Kaggle-Spaceship-Titanic Predicting passengers transported to an alternate dimension on Spaceship...	12	Experimental	7	Jupyter Notebook
42	gustavomello-source/Kaggle-Titanic-Dataset-Exercise Kaggle's Titanic Dataset Data Science and Artificial Intelligence project.	12	Experimental	1	Jupyter Notebook
43	Valkorz/titanic-challenge-model Datapy is a Python project created for the Kaggle Titanic competition,...	12	Experimental	1	Python
44	Ajandaghian/titanic_ml_kaggle An end‑to‑end Titanic ML journey: exploration, features, packaging, MLOps.	12	Experimental	3	Jupyter Notebook
45	ubeydgur/titanic-survival-predictor Predicting whether a person will survive the Titanic crash.	11	Experimental	—	Jupyter Notebook
46	Git-Yuya/gci 東京大学グローバル消費インテリジェンス寄付講座	11	Experimental	4	Jupyter Notebook
47	minumukeshk/titanic-survival-prediction Machine Learning project predicting Titanic passenger survival using Random Forest.	11	Experimental	—	Jupyter Notebook
48	CybLX/titanic_disaster This project explores the Titanic dataset from Kaggle, containing passenger...	11	Experimental	—	Jupyter Notebook
49	IIIskiplikIII/my-titanic-try My second data science project where I experiment with the famous Titanic dataset	11	Experimental	—	Jupyter Notebook
50	Sinahag/Titanic-Project The Titanic was a ship involved in a fatal accident, resulting in many lives...	11	Experimental	—	Jupyter Notebook
51	Huginode/Datanic A little Datascience project about the Titanic	11	Experimental	—	Python
52	zizekuros/kaggle-titanic My prediction solution for the Kaggle Titanic competition. I used Snowflake...	11	Experimental	—	—
53	rakibnsajib/Titanic-Survival-Prediction-Using-Machine-Learning Machine learning models for predicting Titanic survival. Includes data...	11	Experimental	4	Jupyter Notebook
54	cserajdeep/PyCaret-and-Titanic-Dataset EDA on dataset using PyCaret python library including classification and visulization	11	Experimental	—	Jupyter Notebook
55	Sadeqsoli/SpaceTitanicSurvivors This is a project that @mohbarati and I are doing as a hobby/learning to get...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

kaggle-titanic and How-to-score-0.8134-in-Titanic-Kaggle-Challenge (51 vs 42) kaggle-titanic and Titanic_Rescue_Prediction (51 vs 31) kaggle-titanic and ml-titanic-shipwreck (51 vs 38) kaggle-titanic and Titanic-Machine-Learning (51 vs 29) kaggle-titanic and Titanic-Survivability-Prediction (51 vs 25) Titanic_Rescue_Prediction and Titanic-Machine-Learning (31 vs 29) Titanic_Rescue_Prediction and Titanic-Survivability-Prediction (31 vs 25) Titanic_Rescue_Prediction and Titanic-Survival-Prediction (31 vs 22) titanic-classification and titanic-survival-prediction (37 vs 21) spaceship and spaceship-titanic-competition (31 vs 20)