benchm-ml
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benchmarking with autosklearn (zeroconf)
Great initiative, thanks for making this public! You might be interested in extending your benchmarking to the auto-sklearn. https://github.com/automl/auto-sklearn I have created a script that can take in a sparse dataset in the pandas HDFS dataframe .h5 format and run a binary classification on it on multiprocessing cluster with auto-sklearn. https://github.com/Motorrat/autosklearn-zeroconf Myself I will try to duplicate your benchmark, but just in case you are on it you might want to try out yourself.
Thanks @Motorrat for feedback/comments/info. I probably won't have time to extend the benchmark, but contributions are welcome :)