What is the best way to save RandomForestClassifier model and change it to ONNX format?

[kraken14411]

Hi,

After taking ML and tensorflow courses I decided to participate in a ML hackathon.
They require the model to be submitted in ONNX format.

If I have a RandomForestClassifier model based on https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html

What is the best way to save the model to a .txt file and covert it to ONNX format?

Thanks,
Shalaka

[mrdbourke]

Hey @kraken14411 I'd check out the sklearn-onnx library here: http://onnx.ai/sklearn-onnx/