1D Autoencoders

Trying out basic autoencoders for one dimensional data

Files

1. 1d-autoencoder-2.ipynb:-
   • It is an introductory trial of using autoencoders on 1D data with a single layer encoder-decoder.
2. heart.ipynb:-
   • Using a 3 layer encoder-decoder (without pooling) a ecg dataset is trained upon to learn its features. ECG dataset
3. mitbih_train.csv
   • the dataset used.