Auto-FP

This is the public repository of Auto-FP paper, which includes technical report, source code, datasets and experimental results.

Datasets

You can download all 45 real-world datasets from here

Raw Experimental Results

You can find the raw experimental results here These results are used for generating table and figures in paper and technical report.

Dependencies

• numpy
• sklearn
• tpot
• joblib

Code References

ENAS: reference for implementation of ENAS

Hyperopt: for Anneal and TPE

• Change: add output_dir parameter to output pipeline pick-up time

SMAC3: for SMAC

• Change: add output_dir parameter to output pipeline pick-up time