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README

🚢 Titanic Survival Predictor 1912™

A Machine Learning web application that predicts whether a passenger would survive the Titanic disaster.

🔍 Features

  • Logistic Regression / Random Forest Model
  • Feature Engineering (Title, FamilySize, IsAlone)
  • Hyperparameter Tuning (GridSearchCV)
  • Streamlit Web Interface
  • Deployed on Replit

🚀 Live Demo

[Live App Link Here]

🛠 Tech Stack

  • Python
  • Pandas
  • Scikit-learn
  • Streamlit
  • Replit

Built by Rudra Chitnis

Extension points exported contracts — how you extend this code

Core symbols most depended-on inside this repo

Shape

Function 91
Method 7
Interface 6
Class 2

Languages

TypeScript98%
Python2%

Modules by API surface

client/src/components/ui/sidebar.tsx25 symbols
server/storage.ts10 symbols
client/src/hooks/use-toast.ts9 symbols
client/src/components/ui/menubar.tsx6 symbols
client/src/components/ui/pagination.tsx5 symbols
client/src/pages/home.tsx4 symbols
client/src/lib/queryClient.ts3 symbols
client/src/components/ui/sheet.tsx3 symbols
client/src/components/ui/drawer.tsx3 symbols
client/src/components/ui/chart.tsx3 symbols
server/index.ts2 symbols
client/src/hooks/use-mobile.tsx2 symbols

For agents

$ claude mcp add titanic-survival-predictor \
  -- python -m otcore.mcp_server <graph>

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