Time-Series-Analysis-Via-LSTM-Keras-

Dataset : London Bike Sharing Data , by Kaggle.com

1. In this notebook various visuals and plotings are shown.
2. Keras's LSTM layer (Bidirectional) Layer is used for this case.

Model Architecture is as follows :

                           (1) 1 LSTM layer with units = 128
                           (2) 1 Dropout Layer with dropout of 0.25
                           (3) 1 final Dense layer
                           (4) optimizer = Adam (default values)
                           (5) loss = Mean Squared Error