Non-Invasive Sensoring for Elderly Monitoring (Dataset)
Description
Dataset Folder contains 2 files: and 1 folder:- a)Common_Test.csv - contains 269476 observations for testing. b)Common_Train.csv - contains 1011626 observations for training. c)Research Code folder contains all the code of the paper. CNN.ipynb - cnn algorithm implementation. LSTM.ipynb - lstm algorithm implementation. Shoes_CNN+LSTM.ipynb - implementation using combination of cnn and lstm.
Files
Steps to reproduce
Dependency 1)python 3 - anaconda distribution. 2)TensorFlow. Open the the code in research code folder and run them through jupyter notebook.