dhairya0904 / Multivariate-time-series-prediction

Multivariate time series prediction using LSTM in keras

Multivariate-time-series-prediction

This repository contains the iPython notebook on multivariate time forecasting using LSTM in keras. The dataset used is air pollution forecasting. Model predicts the polluion at time t given multiple previous time steps.

Requirments

1. Keras
2. Matplotlib
3. Pandas
4. Numpy
5. Sklearn

References

MachineLearningMastery blog