Blooware Next Gen

Predicting CO2 Emissions with Tensorflow

Inspired by the world's move towards a greener future we wanted to see if we could predict CO2 emissions in a way that was effective and simple. We then open-sourced the simple code on GitHub.



Using Google's Tensorflow machine learning library we built a linear regression model. The system takes the history of the world's annual CO2 measurements and concludes a prediction for the next number in the sequence. We were pleased to hear that one year after the experiment the Mauna Loa Observatory, Hawaii confirmed the prediction.

Perhaps we could do something similar for you?