Character-level text classification using a convolutional neural network built with Keras.
Roughly inspired by Zhang et al. "Character-level Convolutional Networks for Text Classification" (https://papers.nips.cc/paper/5782-character-level-convolutional-networks-for-text-classification.pdf).
Implemented model uses a simplified architecture adapted for my use case (obfuscated text). Parameters and network topology probably need to be adjusted for your use case.
Data can be supllied via the following text files (not included):
xtrain.txt - training examples
ytrain.txt - training labels
xtest.txt - examples for which predictions are expected
python 3
numpy
keras