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ChrisRackauckas / universal_differential_equations

Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML
https://arxiv.org/abs/2001.04385
MIT License
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update Lotka-Volterra to sciml_train #13

Closed ChrisRackauckas closed 4 years ago

ChrisRackauckas commented 4 years ago

@AICap23 can you look at updating the SInDy code?

AlCap23 commented 4 years ago

Will do tomorrow morning. Should be easier now with the new interface.

AlCap23 commented 4 years ago

Works now with less data.

The training time improvement is huuuuuughe :+1:

AlCap23 commented 4 years ago

I've also added noise to the data. Works also.

Feel free to cherry pick which commit to merge ;)