What is the difference of this and ONNX?

[ogencoglu]

Description

We can already convert sklearn models to onnx, even add extra metadata if we want, investigate the model intrinsics via https://netron.app/ (locally or on the browser). How is the functionality of pymilo different than ONNX?

[AHReccese]

Hi there, I hope you're doing great, here is a comprehensive answer:

ONNX is an open format that is built to represent machine learning models. ONNX defines a set of the building blocks of machine learning models. So, the models exported by ONNX are not exactly the same as the original model. In fact, before exporting, the models are reconstructed (approximately) by the building blocks provided by ONNX.

[ogencoglu]

Thank you for the reply!