rikluost / r_with_tf_and_keras

R, TensorFlow & Keras implementation with Titanic data

R with Keras and TensorFlow

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