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mlprodict

Site Navigation

  • Installation
  • Tutorial
  • API
  • ONNX, Runtime, Backends
  • scikit-learn Converters and Benchmarks
  • Command lines
  • Examples
  • FAQ, code, …
  • Gallery of examples
  • Notebook Gallery
  • History

Site Navigation

  • Installation
  • Tutorial
  • API
  • ONNX, Runtime, Backends
  • scikit-learn Converters and Benchmarks
  • Command lines
  • Examples
  • FAQ, code, …
  • Gallery of examples
  • Notebook Gallery
  • History

Section Navigation

  • Execute ONNX graphs
  • Converters with options
  • Benchmarks
  • From scikit-learn to ONNX
  • Create custom ONNX graphs with AST
  • Numpy to ONNX: Create ONNX graphs with an API similar to numpy
  • Xop API
  • Export ONNX into Python

Tutorial#

The only tutorial is about ONNX and only one piece this module can do. More should follow.

  • Run inference

  • Conversion

  • Write custom ONNX graph

  • Export ONNX

Run inference#

  • Execute ONNX graphs
  • Converters with options
  • Benchmarks

Conversion#

  • From scikit-learn to ONNX

Write custom ONNX graph#

  • Create custom ONNX graphs with AST
  • Numpy to ONNX: Create ONNX graphs with an API similar to numpy
  • Xop API

Export ONNX#

  • Export ONNX into Python

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Execute ONNX graphs

On this page
  • Run inference
  • Conversion
  • Write custom ONNX graph
  • Export ONNX

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