Automate the training process (with auto-sklearn)

intel / dffml

The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.

https://intel.github.io/dffml/main/

MIT License

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Automate the training process (with auto-sklearn) #1527

Closed kRiShNa-429407 closed 5 months ago

kRiShNa-429407 commented 5 months ago

Pain Point

Automate the training proess.

Proposed Solution

We can use auto-sklearn in classification ml problems to automate the training process, it gives a leaderboard ranking of different models to easily select one of them for our problem.

pdxjohnny commented 5 months ago

Are these docs relevant here? Or are you looking for something more?

https://intel.github.io/dffml/main/plugins/dffml_model.html?highlight=auto+sklearn#autoregressor
https://github.com/intel/dffml/tree/c1184c3cb99c5bf9d04a4b7c79f8799303a38d12/model/autosklearn/examples/autoclassifier

kRiShNa-429407 commented 5 months ago

Okk