├── img └── thumbnail.jpg ├── LICENSE ├── SECURITY.md ├── CONTRIBUTING.md ├── CODE_OF_CONDUCT.md └── README.md /img/thumbnail.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/intel/ai/main/img/thumbnail.jpg -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Copyright 2024 Intel Corporation. 2 | Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. 3 | -------------------------------------------------------------------------------- /SECURITY.md: -------------------------------------------------------------------------------- 1 | # Security Policy 2 | Intel is committed to rapidly addressing security vulnerabilities affecting our customers and providing clear guidance on the solution, impact, severity and mitigation. 3 | 4 | ## Reporting a Vulnerability 5 | Please report any security vulnerabilities in this project utilizing the guidelines [here](https://www.intel.com/content/www/us/en/security-center/vulnerability-handling-guidelines.html). 6 | -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- 1 | # Contributing 2 | 3 | ### License 4 | 5 | Individual projects are licensed under the terms in the LICENSE file in their respective repositories. By contributing to a project, you agree to the specified license and copyright terms therein and release your contribution under these terms. 6 | 7 | Individual projects may have additional contribution requirements or policies, e.g., using a specific format or template. Consult the CONTRIBUTING file in the respective project repository for more information. 8 | -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 1 | # Contributor Covenant Code of Conduct 2 | 3 | ## Our Pledge 4 | 5 | We as members, contributors, and leaders pledge to make participation in our 6 | community a harassment-free experience for everyone, regardless of age, body 7 | size, visible or invisible disability, ethnicity, sex characteristics, gender 8 | identity and expression, level of experience, education, socio-economic status, 9 | nationality, personal appearance, race, caste, color, religion, or sexual 10 | identity and orientation. 11 | 12 | We pledge to act and interact in ways that contribute to an open, welcoming, 13 | diverse, inclusive, and healthy community. 14 | 15 | ## Our Standards 16 | 17 | Examples of behavior that contributes to a positive environment for our 18 | community include: 19 | 20 | * Demonstrating empathy and kindness toward other people 21 | * Being respectful of differing opinions, viewpoints, and experiences 22 | * Giving and gracefully accepting constructive feedback 23 | * Accepting responsibility and apologizing to those affected by our mistakes, 24 | and learning from the experience 25 | * Focusing on what is best not just for us as individuals, but for the overall 26 | community 27 | 28 | Examples of unacceptable behavior include: 29 | 30 | * The use of sexualized language or imagery, and sexual attention or advances of 31 | any kind 32 | * Trolling, insulting or derogatory comments, and personal or political attacks 33 | * Public or private harassment 34 | * Publishing others' private information, such as a physical or email address, 35 | without their explicit permission 36 | * Other conduct which could reasonably be considered inappropriate in a 37 | professional setting 38 | 39 | ## Enforcement Responsibilities 40 | 41 | Community leaders are responsible for clarifying and enforcing our standards of 42 | acceptable behavior and will take appropriate and fair corrective action in 43 | response to any behavior that they deem inappropriate, threatening, offensive, 44 | or harmful. 45 | 46 | Community leaders have the right and responsibility to remove, edit, or reject 47 | comments, commits, code, wiki edits, issues, and other contributions that are 48 | not aligned to this Code of Conduct, and will communicate reasons for moderation 49 | decisions when appropriate. 50 | 51 | ## Scope 52 | 53 | This Code of Conduct applies within all community spaces, and also applies when 54 | an individual is officially representing the community in public spaces. 55 | Examples of representing our community include using an official e-mail address, 56 | posting via an official social media account, or acting as an appointed 57 | representative at an online or offline event. 58 | 59 | ## Enforcement 60 | 61 | Instances of abusive, harassing, or otherwise unacceptable behavior may be 62 | reported to the community leaders responsible for enforcement at 63 | CommunityCodeOfConduct AT intel DOT com. 64 | All complaints will be reviewed and investigated promptly and fairly. 65 | 66 | All community leaders are obligated to respect the privacy and security of the 67 | reporter of any incident. 68 | 69 | ## Enforcement Guidelines 70 | 71 | Community leaders will follow these Community Impact Guidelines in determining 72 | the consequences for any action they deem in violation of this Code of Conduct: 73 | 74 | ### 1. Correction 75 | 76 | **Community Impact**: Use of inappropriate language or other behavior deemed 77 | unprofessional or unwelcome in the community. 78 | 79 | **Consequence**: A private, written warning from community leaders, providing 80 | clarity around the nature of the violation and an explanation of why the 81 | behavior was inappropriate. A public apology may be requested. 82 | 83 | ### 2. Warning 84 | 85 | **Community Impact**: A violation through a single incident or series of 86 | actions. 87 | 88 | **Consequence**: A warning with consequences for continued behavior. No 89 | interaction with the people involved, including unsolicited interaction with 90 | those enforcing the Code of Conduct, for a specified period of time. This 91 | includes avoiding interactions in community spaces as well as external channels 92 | like social media. Violating these terms may lead to a temporary or permanent 93 | ban. 94 | 95 | ### 3. Temporary Ban 96 | 97 | **Community Impact**: A serious violation of community standards, including 98 | sustained inappropriate behavior. 99 | 100 | **Consequence**: A temporary ban from any sort of interaction or public 101 | communication with the community for a specified period of time. No public or 102 | private interaction with the people involved, including unsolicited interaction 103 | with those enforcing the Code of Conduct, is allowed during this period. 104 | Violating these terms may lead to a permanent ban. 105 | 106 | ### 4. Permanent Ban 107 | 108 | **Community Impact**: Demonstrating a pattern of violation of community 109 | standards, including sustained inappropriate behavior, harassment of an 110 | individual, or aggression toward or disparagement of classes of individuals. 111 | 112 | **Consequence**: A permanent ban from any sort of public interaction within the 113 | community. 114 | 115 | ## Attribution 116 | 117 | This Code of Conduct is adapted from the [Contributor Covenant][homepage], 118 | version 2.1, available at 119 | [https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1]. 120 | 121 | Community Impact Guidelines were inspired by 122 | [Mozilla's code of conduct enforcement ladder][Mozilla CoC]. 123 | 124 | For answers to common questions about this code of conduct, see the FAQ at 125 | [https://www.contributor-covenant.org/faq][FAQ]. Translations are available at 126 | [https://www.contributor-covenant.org/translations][translations]. 127 | 128 | [homepage]: https://www.contributor-covenant.org 129 | [v2.1]: https://www.contributor-covenant.org/version/2/1/code_of_conduct.html 130 | [Mozilla CoC]: https://github.com/mozilla/diversity 131 | [FAQ]: https://www.contributor-covenant.org/faq 132 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ![Intel AI logo](/img/thumbnail.jpg "Intel AI") 2 | # Explore Our Open Source AI Portfolio 3 | Develop, train, and deploy your AI solutions quickly with performance- and productivity-optimized tools from Intel. 4 | 5 | ## Documentation 6 | Labs for Intel® Certified Developer Program — MLOps Professional 7 | * https://github.com/intel/certified-developer 8 | 9 | ## Drivers 10 | * Android Neural Networks HAL with OpenVINO 11 | * https://github.com/intel/nn-hal 12 | 13 | * OpenCL and L0 Compute Drivers, `ocloc` compiler 14 | * https://github.com/intel/compute-runtime 15 | 16 | ## Tools and utilities 17 | ### Compilers 18 | * Intel® Graphics Compiler 19 | * https://github.com/intel/intel-graphics-compiler 20 | * Intel® oneAPI DPC++/C++ Compiler 21 | * https://github.com/intel/llvm 22 | ### Setup tools 23 | * Intel® Graphic Drivers and environment setup for OpenVINO 24 | * https://github.com/intel/edge-insights-vision 25 | ### Benchmarks 26 | * Intel® Edge AI Performance Evaluation Toolkit 27 | * https://github.com/intel/Intel-Edge-AI-Performance-Evaluation-Toolkit 28 | 29 | ## Extensions, plugins and modules 30 | ### For [PyTorch](https://pytorch.org/) 31 | * https://github.com/intel/intel-extension-for-pytorch 32 | * https://github.com/intel/torch-ccl 33 | ### For [TensorFlow](https://www.tensorflow.org/) 34 | * https://github.com/intel/intel-extension-for-tensorflow 35 | ### For [Triton](https://triton-lang.org/main/index.html) 36 | * https://github.com/intel/intel-xpu-backend-for-triton 37 | ### For [Chainer](https://chainer.org/) 38 | * https://github.com/intel/ideep 39 | ### For [Deepspeed](https://www.deepspeed.ai/) 40 | * https://github.com/intel/intel-extension-for-deepspeed 41 | ### For [OpenXLA](https://openxla.org/) 42 | * https://github.com/intel/intel-extension-for-openxla 43 | ### For [HuggingFace Transformers](https://huggingface.co/docs/transformers) 44 | * https://github.com/intel/intel-extension-for-transformers 45 | ### For [Horovod](http://horovod.ai/) 46 | * https://github.com/intel/intel-optimization-for-horovod 47 | ### For [MLIR](https://mlir.llvm.org/) 48 | * https://github.com/intel/mlir-extensions 49 | ### For [SciKit-Learn](https://scikit-learn.org/) 50 | * https://github.com/intel/scikit-learn-intelex 51 | ### Based on [OpenVINO](https://docs.openvino.ai/) 52 | * For [Blender](https://www.blender.org/) 53 | * https://github.com/intel/dream-textures-openvino 54 | * For [Audacity](https://www.audacityteam.org/) 55 | * https://github.com/intel/openvino-plugins-ai-audacity 56 | * For [Gimp](https://www.gimp.org/) 57 | * https://github.com/intel/openvino-ai-plugins-gimp 58 | * For [OBS Project](https://obsproject.com/) 59 | * https://github.com/intel/openvino-plugins-for-obs-studio 60 | * For [Rust](https://www.rust-lang.org/) 61 | * https://github.com/intel/openvino-rs 62 | 63 | ## Frameworks and libraries 64 | * XPU Operators for PyTorch 65 | * https://github.com/intel/torch-xpu-ops 66 | * Intel® Xe Super Sampling library 67 | * https://github.com/intel/xess 68 | * Optimization library for LLMs 69 | * https://github.com/intel/xFasterTransformer 70 | * Intel® Neural Compressor (library for model compression) 71 | * https://github.com/intel/neural-compressor 72 | * Neural Speed (library for efficient LLMs inference) 73 | * https://github.com/intel/neural-speed 74 | * [Robot Operating System](https://www.ros.org/) framework for [OpenVINO](https://docs.openvino.ai/) based inference 75 | * https://github.com/intel/ros_openvino_toolkit 76 | * https://github.com/intel/ros2_openvino_toolkit 77 | * Data Flow Facilitator for Machine Learning 78 | * https://github.com/intel/dffml 79 | * Intel® End-to-End AI Optimization Kit 80 | * https://github.com/intel/e2eAIOK 81 | 82 | ## Containers and microservices 83 | ### IPEX and ITEX base containers 84 | * https://github.com/intel/ai-containers 85 | ### AI Connect for Scientific Data – set of microservices 86 | * https://github.com/intel/AiCSD 87 | 88 | ## Models 89 | * AutoRound - Advanced Weight-Only Quantization Algorithm for LLMs 90 | * https://github.com/intel/auto-round 91 | * NN-Based Cost Model for NPU Devices 92 | * https://github.com/intel/npu-nn-cost-model 93 | * $\rho$-Diffusion - A diffusion-based density estimation model for computational physics 94 | * https://github.com/intel/rho-diffusion 95 | * Text-Visual Prompting Model 96 | * https://github.com/intel/TVP 97 | * Intel® solution for RecSys challenge 2023   98 | * https://github.com/intel/recsys2023-intel-submission 99 | 100 | ## Reference Designs 101 | ### Intel® Cloud Optimization Modules 102 | * For [AWS](https://aws.amazon.com/) 103 | * https://github.com/intel/intel-cloud-optimizations-aws 104 | * For [Microsoft Azure](https://azure.microsoft.com/) 105 | * https://github.com/intel/intel-cloud-optimizations-azure 106 | * For [Google Cloud Platform (GCP)](https://cloud.google.com/) 107 | * https://github.com/intel/intel-cloud-optimizations-gcp 108 | * For https://www.terraform.io/ 109 | * For [Databricks](https://www.databricks.com/) on [AWS](https://aws.amazon.com/) 110 | * https://github.com/intel/terraform-intel-aws-databricks-workspace 111 | * For [AWS Sagemaker](https://aws.amazon.com/sagemaker) 112 | * https://github.com/intel/terraform-intel-aws-sagemaker-endpoint 113 | * For Virtual Machines on [AWS](https://aws.amazon.com/) 114 | * https://github.com/intel/terraform-intel-aws-vm 115 | * For [Azure Data Explorer](https://dataexplorer.azure.com/) 116 | * https://github.com/intel/terraform-intel-azure-adx 117 | * For [Databricks](https://www.databricks.com/) [Microsoft Azure](https://azure.microsoft.com/) 118 | * https://github.com/intel/terraform-intel-azure-databricks-workspace 119 | * For [Databricks](https://www.databricks.com/) cluster 120 | * https://github.com/intel/terraform-intel-databricks-cluster 121 | * For Virtual Machines on [Google Cloud Platform (GCP)](https://cloud.google.com/) 122 | * https://github.com/intel/terraform-intel-gcp-vm 123 | 124 | ## Examples (demos and samples) 125 | ### For [BigDL](https://bigdl.readthedocs.io/) 126 | * https://github.com/intel/BigDL-Distributed-Training-and-Inference-Workflow 127 | * https://github.com/intel/BigDL-Privacy-Preserving-Machine-Learning-Toolkit 128 | * https://github.com/intel/BigDL-Recommender-System-Toolkit 129 | * https://github.com/intel/BigDL-Time-Series-Toolkit 130 | ### Cloud Examples 131 | * https://github.com/intel/cloud-client-ai-service-framework 132 | * https://github.com/intel/cloud-native-ai-pipeline 133 | * https://github.com/intel/credit-card-fraud-detection 134 | ### Multi-modal disease prediction 135 | * https://github.com/intel/disease-prediction 136 | ### Documents analysis (OCR, search, sentiment extraction, etc.) 137 | * https://github.com/intel/document-automation 138 | * https://github.com/intel/document-level-sentiment-analysis 139 | 140 | ## Forks and staging repos 141 | * https://github.com/intel/onnxruntime 142 | 143 | ## Other AI-related Intel orgs on GitHub 144 | * https://github.com/HabanaAI 145 | * https://github.com/openvinotoolkit 146 | * https://github.com/intel-analytics 147 | 148 | --------------------------------------------------------------------------------