Kaggle's Titanic with deeplearn.js

Demo

yarn install
yarn build

Open ./index.html and the browser console.

Check the GPU process.

Data Handling

• Remove not useful data (PassengerId, Name, Ticket, Cabin)
• Replace missing Age with average
• Feature scaling (Age, SibSp, Parch, Fare)
• Categorical data to numerical (Sex, Embarked)

Model

• Multilayer Perceptron
• SGD