Overview / Usage

Implementation of LSTM in a supervised learning problem in both keras and tensorflow.

Dataset used : International airline passengers,with monthly totals in thousands

Methodology / Approach

Preprocessing of the dataset was done where it was normalized, and divided into testing and training sets. Then the LSTM model was trained on the training set and was made to predict the test set outputs, and it did pretty well.

Technologies Used

Tensorflow, Keras, NumPy

Repository

https://github.com/amarjeet987/LSTM_airplane_dataset_analysis