This is the repository to go with the paper "Forecasting and Anomaly Detection approaches using LSTM and LSTM Autoencoder techniques with the applications in supply chain management" in the International Journal of Information Management. It contains all the code to replicate the results. Please cite our paper below if it is useful for you: Forecasting and Anomaly Detection approaches using LSTM and LSTM Autoencoder techniques with the applications in supply chain management HD Nguyen, KP Tran, S Thomassey, M Hamad - International Journal of Information Management, 2021