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ViktorWase / Frank-the-Science-Bot

Frank is a bot that does science. He takes a dataset and forms hypothesises about mathematical constants (aka conservation laws) of the data. He then tests the hypothesis.
Apache License 2.0
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translateFromANN2RegularMath #2

Open ViktorWase opened 9 years ago

ViktorWase commented 9 years ago

Now this function I have no idea of how to do. It's probably hard. But it should translate a function (on the form of a weight vector that is used in an ANN) to regular mathematics. Like plus and minus and square root and that sort of stuff.

Maybe try genetic algorithms until a good enough function is found? Or maybe one needs units on the data? To make some unit analysis?

ViktorWase commented 9 years ago

It seems like Gene expression programming is often used for this kind of thing.

ViktorWase commented 9 years ago

I found an open source library for GEP in python. It might be worth a shot?

https://code.google.com/p/pygep/