Kaggle's Titanic with deeplearn.js
yarn install
yarn build
Open ./index.html
and the browser console.
Check the GPU process.
- 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
)
- Multilayer Perceptron
- SGD