uobinxiao / seizure-prediction

Epilepsy Seizure Prediction with Multi-view Convolutional Neural Networks

A solution of https://www.kaggle.com/c/seizure-prediction using Convolutional Neural Network.
The result is not deterministic due to the limition of tensorflow. So the best way to reproduce the result is using the processed data and the weights we provide. You can download the preprocessed data from https://www.dropbox.com/sh/bvfsbac43d1aeg3/AABLcM-uGCsz58-Bt399Thaaa?dl=0 and the weights are in the weights folder.

Dependencies

tensorflow
keras
scikit-learn
numpy
pandas
scipy

How to run

python Train.py