README.md

Time-series forecasting example using H2O's AutoML

Notebooks

Filename	Description
h2o_automl_example_with_multivariate_time_series.ipynb	jupyter notebook w/ example of H2O's AutoML used for time-series forecasting
lstm_example_with_multivariate_time_series.ipynb	jupyter notebook with example of LSTM time-series forecasting using Keras
pollution.csv	time-series dataset

Notebooks were designed to run on google's colaboratory platform

References

• deep-learning-for-time-series-forecasting
• https://machinelearningmastery.com/multivariate-time-series-forecasting-lstms-keras/
• https://github.com/fchollet/deep-learning-with-python-notebooks/blob/master/6.3-advanced-usage-of-recurrent-neural-networks.ipynb