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ModelOriented / SAFE

Surrogate Assisted Feature Extraction
MIT License
36 stars 9 forks source link

Performance issues #9

Open pfilo8 opened 3 years ago

pfilo8 commented 3 years ago

Hello!

The idea for such an approach is awesome! I'm currently testing your solution and I've got some issues regarded the performance. I'm trying to use SafeTransformer on a dataset ~60 wide and 11k long and the computations are quite long. Have you got any tips on how to make computations faster or are you planning to speed up this algorithm? Also, I'd love to see some speed tests if possible :)

Best regards, Patryk

agosiewska commented 3 years ago

Hi Patryk! Unfortunately, at this time, I don't have any performance tips. However, in my spare time, I will think if it is possible to speed up SAFE somehow.

pfilo8 commented 3 years ago

That would be great! :D