Package org.tribuo.interop.onnx

This package contains a Tribuo wrapper around the ONNX Runtime.

See: Description

Interface Summary

Interface	Description
ExampleTransformer	Transforms a SparseVector, extracting the features from it as a OnnxTensor.
OutputTransformer<T extends Output<T>>	Converts an OnnxValue into an Output or a Prediction.

Class Summary

Class	Description
DenseTransformer	Converts a sparse Tribuo example into a dense float vector, then wraps it in an OnnxTensor.
ImageTransformer	Image transformer.
LabelTransformer	Can convert an OnnxValue into a Prediction or a Label.
ONNXExternalModel<T extends Output<T>>	A Tribuo wrapper around a ONNX model.
RegressorTransformer	Can convert an OnnxValue into a Prediction or Regressor.

Package org.tribuo.interop.onnx Description

This package contains a Tribuo wrapper around the ONNX Runtime.

The ONNX Runtime allows the deployment of models trained in scikit-learn, pytorch and other packages without requiring them to be present at runtime.

N.B. ONNX support is experimental, and may change without a major version bump.