This is a simple Keras implementation using R Markdown, Rstudio, TensorFlow and Keras for predicting survival on Titanic disaster for Kaggle competition. It contains exploratory analysis, cleaning, normalisation and one-hot encoding of data, model creation, training the model and the final model for kaggle submission.
Training and test data downloaded from: https://www.kaggle.com/c/titanic/data.
A version of this file with trained model and graphs available: https://www.kaggle.com/rikuluostari/titanic-with-r-and-keras
References:
- Chollet, F., Allaire, J. J., (2018), Deep Learning With R, Manning Publications