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[P] Time Series Analysis – Predicting Electricity Consumption using an LSTM network

In this example, an LSTM neural network is used to forecast energy consumption of the Dublin City Council Civic Offices in Ireland using data between April 2011 – February 2013.

An LSTM model was generated and run on the data, and the mean percentage error was 6.1%.

The methodology and findings can be found here. Would be grateful for any feedback.

submitted by /u/plentyofnodes
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.