https://github.com/microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
https://github.com/microsoft/onnxruntime

ai-framework deep-learning hardware-acceleration machine-learning neural-networks onnx pytorch scikit-learn tensorflow

Last synced: about 2 months ago
JSON representation

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

• Host: GitHub
• URL: https://github.com/microsoft/onnxruntime
• Owner: microsoft
• License: mit
• Created: 2018-11-10T02:22:53.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2024-04-14T05:36:50.000Z (2 months ago)
• Last Synced: 2024-04-14T06:45:10.547Z (2 months ago)
• Topics: ai-framework, deep-learning, hardware-acceleration, machine-learning, neural-networks, onnx, pytorch, scikit-learn, tensorflow
• Language: C++
• Homepage: https://onnxruntime.ai
• Size: 1.14 GB
• Stars: 12,567
• Watchers: 234
• Forks: 2,610
• Open Issues: 2,412
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Citation: CITATION.cff
  • Codeowners: CODEOWNERS
  • Security: SECURITY.md
  • Roadmap: docs/Roadmap.md

Lists

• awesome-cpp - ONNX runtime - C and C++ library for training and inference ONNX models. ONNX is a standard that AI models can be converted into, regardless of the library they are trained with. [MIT] [website](https://onnxruntime.ai/) (Machine Learning)
• Jupyter-Guide - ONNX Runtime - platform, high performance ML inferencing and training accelerator. It supports models from deep learning frameworks such as PyTorch and TensorFlow/Keras as well as classical machine learning libraries such as scikit-learn, LightGBM, XGBoost, etc. (PyTorch Tools, Libraries, and Frameworks)
• awesome-production-machine-learning - ONNX Runtime - ONNX Runtime is a cross-platform inference and training machine-learning accelerator. (Model Serving and Monitoring)
• awesome-edge-computing - ONNX Runtime
• awesome-emdl - Microsoft - ONNX RUntime - cross-platform, high performance ML inferencing and training accelerator. (Libraries / Inference Framework)
• AwesomeCppGameDev - onnxruntime - platform, high performance scoring engine for ML models (AI)
• awesome-musicdsp - ONNXRuntime - Microsoft's ONNX Runtime is a ML inference engine that is well documented, performant, and customizable. [Here](https://github.com/olilarkin/iPlug2OnnxRuntime) is an iPlug2 example that I prepared that integrates onnxruntime into an audio plugin, using [ort-builder](https://github.com/olilarkin/ort-builder) - another project that I made in order to build custom, slimmed down static libraries for the onnxruntime (Machine Learning)
• bert-in-production - microsoft/onnxruntime - sourced by Microsoft; it contains several model-specific optimisations including one for transformer models. A model's architecture is compiled into the Open Neural Network Exchange (ONNX) standard and optionally optimised for a specific platform's hardware. (Implementations)
• awesome-stars - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• awesome-yolo-object-detection - ONNX Runtime - platform, high performance ML inferencing and training accelerator. [onnxruntime.ai](https://onnxruntime.ai/) (Lighter and Deployment Frameworks)
• awesome-stars - onnxruntime - platform, high performance ML inferencing and training accelerator | microsoft | 3260 | (C++)
• awesome-stars - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• awesome-cpp-completed - ONNX runtime - C and C++ library for training and inference ONNX models. ONNX is a standard that AI models can be converted into, regardless of the library they are trained with. [MIT] [website](https://onnxruntime.ai/) (Machine Learning)
• awesome-stars - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• awesome-stars - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• Awesome-Azure-Advanced-Analytics - ONNX Runtime
• awesome-stars - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• awesome-cpp - ONNX runtime - C and C++ library for training and inference ONNX models. ONNX is a standard that AI models can be converted into, regardless of the library they are trained with. [MIT] [website](https://onnxruntime.ai/) (Machine Learning)
• fucking-awesome-cpp - ONNX runtime - C and C++ library for training and inference ONNX models. ONNX is a standard that AI models can be converted into, regardless of the library they are trained with. [MIT] 🌎 [website](onnxruntime.ai/) (Machine Learning)
• awesome-cpp - ONNX runtime - C and C++ library for training and inference ONNX models. ONNX is a standard that AI models can be converted into, regardless of the library they are trained with. [MIT] [website](https://onnxruntime.ai/) (Machine Learning)
• awesome-cpp-completed - ONNX runtime - C and C++ library for training and inference ONNX models. ONNX is a standard that AI models can be converted into, regardless of the library they are trained with. [MIT] [website](https://onnxruntime.ai/) (Machine Learning)
• awesome-stars - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• awesome-stars - onnxruntime - platform, high performance ML inferencing and training accelerator | microsoft | 13234 | (C++)
• awesome-stars - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (deep-learning)
• my-awesome-stars - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• awesome-from-stars - microsoft/onnxruntime - platform, high performance ML inferencing and training accelerator (HarmonyOS / Windows Manager)
• awesome - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• my-awesome-stars - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• awesome-repositories - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• awesome-stars - microsoft/onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator (C++)
• awesome-mojo - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
• AiTreasureBox - microsoft/onnxruntime - 06-12_13189_2](https://img.shields.io/github/stars/microsoft/onnxruntime.svg)|ONNX Runtime: cross-platform, high-performance ML inferencing and training accelerator| (Repos)