Model Conversion Tutorials

How to convert ML models into a Wallaroo compatible format.

Wallaroo pipelines support the ONNX standard and models converted using the Model autoconversion method.

These sample guides and their machine language models can be downloaded from the Wallaroo Tutorials Repository.


Keras Convert and Upload Within Wallaroo

How to convert Keras ML models and upload them to Wallaroo using the Wallaroo auto-conversion method.

PyTorch to ONNX Outside Wallaroo

How to convert PyTorch ML models into the ONNX format.

sklearn and XGBoost Regression Auto-Conversion Tutorial Within Wallaroo

How to use the Wallaroo convert_model method with a sklearn model.

sk-learn Logistic Model to ONNX Outside Wallaroo

How to convert sk-learn Logistic ML models into the ONNX format.

sk-learn Regression Model to ONNX Outside Wallaroo

How to convert sk-learn Regression ML models into the ONNX format.

Statsmodel Upload to Wallaroo Tutorial

How to upload a Statsmodel ML model into Wallaroo

XGBoost Classification Auto-Convert Within Wallaroo

How to convert XGBoost ML Classification models and upload to Wallaroo.

XGBoost Regression Auto-Convert Within Wallaroo

How to convert XGBoost ML Regression models and upload to Wallaroo with the Wallaroo convert_model method.