Open Neural Network Exchange

Repositories

• onnx

  Open standard for machine learning interoperability

  machine-learning deep-neural-networks deep-learning neural-network mxnet tensorflow scikit-learn
  PureBasic MIT 1,706 9,397 406 (3 issues need help) 82 Updated Dec 1, 2020

• backend-scoreboard

  Scoreboard for ONNX Backend Compatibility

  onnx
  Python MIT 10 15 0 0 Updated Dec 1, 2020

• onnx-mlir

  Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
  C++ Apache-2.0 45 91 46 (1 issue needs help) 10 Updated Nov 30, 2020

• onnx-tensorflow

  Tensorflow Backend for ONNX

  deep-neural-networks deep-learning tensorflow onnx
  Python Apache-2.0 203 780 159 (1 issue needs help) 15 Updated Nov 30, 2020

• sklearn-onnx

  Convert scikit-learn models and pipelines to ONNX

  scikit-learn onnx
  Python MIT 47 176 43 15 Updated Nov 30, 2020

• optimizer
  Python MIT 6 27 7 1 Updated Nov 30, 2020

• onnx-tensorrt

  ONNX-TensorRT: TensorRT backend for ONNX

  deep-learning nvidia onnx
  C++ MIT 294 1,060 191 15 Updated Nov 30, 2020

• tensorflow-onnx

  Convert TensorFlow models to ONNX

  export tensorflow convert lstm onnx
  Jupyter Notebook MIT 201 764 64 3 Updated Nov 26, 2020

• sigs

  Repository for ONNX SIG artifacts
  MIT 16 6 6 1 Updated Nov 24, 2020

• steering-committee

  Notes and artifacts from the ONNX steering committee
  10 8 16 0 Updated Nov 19, 2020

• models

  A collection of pre-trained, state-of-the-art models in the ONNX format

  deep-learning download models pretrained onnx
  Jupyter Notebook MIT 644 2,927 85 6 Updated Nov 16, 2020

• keras-onnx

  Convert tf.keras/Keras models to ONNX

  tensorflow keras onnx subclassing
  Python MIT 92 239 66 1 Updated Nov 16, 2020

• onnx-docker

  Dockerfiles and scripts for ONNX container images
  Jupyter Notebook MIT 62 84 4 1 Updated Nov 13, 2020

• working-groups

  Repository for ONNX working group artifacts
  MIT 11 10 0 4 Updated Nov 12, 2020

• onnx.github.io
  HTML 44 12 0 2 Updated Nov 12, 2020

• onnxmltools

  ONNXMLTools enables conversion of models to ONNX

  machine-learning scikit-learn python-library keras onnx
  Python MIT 106 441 49 7 Updated Nov 11, 2020

• wheel-builder

  Utils for building and publishing ONNX wheels
  Shell 13 7 0 2 Updated Nov 6, 2020

• tutorials

  Tutorials for creating and using ONNX models
  Jupyter Notebook MIT 429 1,969 88 (2 issues need help) 1 Updated Oct 6, 2020

• onnx-r

  R Interface to Open Neural Network Exchange (ONNX)

  cran deep-neural-networks deep-learning rstats onnx
  R 8 30 3 0 Updated Jul 10, 2020

• onnx-coreml

  ONNX to Core ML Converter

  apple coremltools coreml-models onnx-coreml convert-models coreml-converter
  Python MIT 74 318 48 (2 issues need help) 4 Updated Jun 28, 2020

• onnx-mxnet Archived

  ONNX model format support for Apache MXNet
  Python Apache-2.0 28 96 9 0 Updated Mar 8, 2019

• onnx-xla Archived

  XLA integration of Open Neural Network Exchange (ONNX)

  tensorflow deeplearning onnx xla
  C++ 8 12 0 0 Updated Aug 17, 2018

• onnx-cntk Archived
  Python MIT 5 6 1 0 Updated Mar 29, 2018

• onnx-caffe2 Archived

  Caffe2 implementation of Open Neural Network Exchange (ONNX)

  deep-neural-networks deep-learning caffe2
  Python 63 164 15 22 Updated Mar 2, 2018