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Is there a reason why those frameworks were suggested? There are many commercial offerings that greatly outperform open-source automl approaches. At my job we
by dacryn 3y ago
Is there a reason why those frameworks were suggested?
There are many commercial offerings that greatly outperform open-source automl approaches.
At my job we use Datarobot and its super impressive.
There is Azure AutoML, Vertex Bigquery AutoML, ...
Other data focused software components have automl solutions as well I believe, like Alteryx, Dataiku, SAS, ...
If you want state of the art in AutoML, I am afraid this is one of the areas where the commercial space is well ahead of the open source space.
- newfocogi 3y agoAre there benchmarks or third party evaluations that you can share that support your claim? I haven’t used all these offerings so my experience is anecdotal, but I haven’t seen commercial offerings outperform AutoGluon, at least for Tabular data.