Auto ML

The implementations

There are many implementations of AutoML that you can try. Some are paid services, and some are free source code. The lists below are by no means complete or final.

AutoML services

A number of smaller companies offer AutoML services as well. For example, DataRobot, which claims to have invented AutoML, has a strong reputation in the market. And while dotData has a tiny market share and a mediocre UI, it has strong feature engineering capabilities and covers many enterprise use cases. Driverless AI, which I reviewed in 2017, can help a data scientist turn out models like a Kaggle master, doing feature engineering, algorithm sweeps, and hyperparameter optimization in a unified way.

AutoML frameworks



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