diff --git a/README.md b/README.md new file mode 100644 index 0000000..839863e --- /dev/null +++ b/README.md @@ -0,0 +1,146 @@ +![Intel AI logo](/img/thumbnail.jpg "Intel AI") +# Explore Our Open Source AI Portfolio +Develop, train, and deploy your AI solutions quickly with performance- and productivity-optimized tools from Intel. + +## Documentation +Labs for Intel® Certified Developer Program — MLOps Professional +* https://github.com/intel/certified-developer + +## Drivers +* Android Neural Networks HAL with OpenVINO + * https://github.com/intel/nn-hal + +* OpenCL and L0 Compute Drivers, `ocloc` compiler + * https://github.com/intel/compute-runtime + +## Tools and utilities +### Compilers +* Intel® Graphics Compiler + * https://github.com/intel/intel-graphics-compiler +* Intel® oneAPI DPC++/C++ Compiler + * https://github.com/intel/llvm +### Setup tools +* Intel® Graphic Drivers and environment setup for OpenVINO + * https://github.com/intel/edge-insights-vision +### Benchmarks +* Intel® Edge AI Performance Evaluation Toolkit + * https://github.com/intel/Intel-Edge-AI-Performance-Evaluation-Toolkit + +## Extensions, plugins and modules +### For [PyTorch](https://pytorch.org/) +* https://github.com/intel/intel-extension-for-pytorch +* https://github.com/intel/torch-ccl +### For [TensorFlow](https://www.tensorflow.org/) +* https://github.com/intel/intel-extension-for-tensorflow +### For [Triton](https://triton-lang.org/main/index.html) +* https://github.com/intel/intel-xpu-backend-for-triton +### For [Chainer](https://chainer.org/) +* https://github.com/intel/ideep +### For [Deepspeed](https://www.deepspeed.ai/) +* https://github.com/intel/intel-extension-for-deepspeed +### For [OpenXLA](https://openxla.org/) +* https://github.com/intel/intel-extension-for-openxla +### For [HuggingFace Transformers](https://huggingface.co/docs/transformers) +* https://github.com/intel/intel-extension-for-transformers +### For [Horovod](http://horovod.ai/) +* https://github.com/intel/intel-optimization-for-horovod +### For [MLIR](https://mlir.llvm.org/) +* https://github.com/intel/mlir-extensions +### For [SciKit-Learn](https://scikit-learn.org/) +* https://github.com/intel/scikit-learn-intelex +### Based on [OpenVINO](https://docs.openvino.ai/) +* For [Blender](https://www.blender.org/) + * https://github.com/intel/dream-textures-openvino +* For [Audacity](https://www.audacityteam.org/) + * https://github.com/intel/openvino-plugins-ai-audacity +* For [Gimp](https://www.gimp.org/) + * https://github.com/intel/openvino-ai-plugins-gimp +* For [OBS Project](https://obsproject.com/) + * https://github.com/intel/openvino-plugins-for-obs-studio +* For [Rust](https://www.rust-lang.org/) + * https://github.com/intel/openvino-rs + +## Frameworks and libraries +* XPU Operators for PyTorch + * https://github.com/intel/torch-xpu-ops +* Intel® Xe Super Sampling library + * https://github.com/intel/xess +* Optimization library for LLMs + * https://github.com/intel/xFasterTransformer +* Intel® Neural Compressor (library for model compression) + * https://github.com/intel/neural-compressor +* Neural Speed (library for efficient LLMs inference) + * https://github.com/intel/neural-speed +* [Robot Operating System](https://www.ros.org/) framework for [OpenVINO](https://docs.openvino.ai/) based inference + * https://github.com/intel/ros_openvino_toolkit + * https://github.com/intel/ros2_openvino_toolkit +* Data Flow Facilitator for Machine Learning + * https://github.com/intel/dffml +* Intel® End-to-End AI Optimization Kit + * https://github.com/intel/e2eAIOK + +## Containers and microservices +### IPEX and ITEX base containers +* https://github.com/intel/ai-containers +### AI Connect for Scientific Data – set of microservices +* https://github.com/intel/AiCSD + +## Models +* AutoRound - Advanced Weight-Only Quantization Algorithm for LLMs + * https://github.com/intel/auto-round +* NN-Based Cost Model for NPU Devices + * https://github.com/intel/npu-nn-cost-model +* $\rho$-Diffusion - A diffusion-based density estimation model for computational physics + * https://github.com/intel/rho-diffusion +* Text-Visual Prompting Model + * https://github.com/intel/TVP +* Intel® solution for RecSys challenge 2023   + * https://github.com/intel/recsys2023-intel-submission + +## Reference Designs +### Intel® Cloud Optimization Modules +* For [AWS](https://aws.amazon.com/) + * https://github.com/intel/intel-cloud-optimizations-aws +* For [Microsoft Azure](https://azure.microsoft.com/) + * https://github.com/intel/intel-cloud-optimizations-azure +* For [Google Cloud Platform (GCP)](https://cloud.google.com/) + * https://github.com/intel/intel-cloud-optimizations-gcp +* For https://www.terraform.io/ + * For [Databricks](https://www.databricks.com/) on [AWS](https://aws.amazon.com/) + * https://github.com/intel/terraform-intel-aws-databricks-workspace + * For [AWS Sagemaker](https://aws.amazon.com/sagemaker) + * https://github.com/intel/terraform-intel-aws-sagemaker-endpoint + * For Virtual Machines on [AWS](https://aws.amazon.com/) + * https://github.com/intel/terraform-intel-aws-vm + * For [Azure Data Explorer](https://dataexplorer.azure.com/) + * https://github.com/intel/terraform-intel-azure-adx + * For [Databricks](https://www.databricks.com/) [Microsoft Azure](https://azure.microsoft.com/) + * https://github.com/intel/terraform-intel-azure-databricks-workspace + * For [Databricks](https://www.databricks.com/) cluster + * https://github.com/intel/terraform-intel-databricks-cluster + * For Virtual Machines on [Google Cloud Platform (GCP)](https://cloud.google.com/) + * https://github.com/intel/terraform-intel-gcp-vm + +## Examples (demos and samples) +### For [BigDL](https://bigdl.readthedocs.io/) +* https://github.com/intel/BigDL-Distributed-Training-and-Inference-Workflow +* https://github.com/intel/BigDL-Privacy-Preserving-Machine-Learning-Toolkit +* https://github.com/intel/BigDL-Recommender-System-Toolkit +* https://github.com/intel/BigDL-Time-Series-Toolkit +### Cloud Examples +* https://github.com/intel/cloud-client-ai-service-framework +* https://github.com/intel/cloud-native-ai-pipeline +* https://github.com/intel/credit-card-fraud-detection +### Multi-modal disease prediction +* https://github.com/intel/disease-prediction +### Documents analysis (OCR, search, sentiment extraction, etc.) +* https://github.com/intel/document-automation +* https://github.com/intel/document-level-sentiment-analysis + +## Forks and staging repos +* https://github.com/intel/onnxruntime + +## Other AI-related Intel orgs on GitHub +* https://github.com/HabanaAI +* https://github.com/openvinotoolkit +* https://github.com/intel-analytics diff --git a/img/thumbnail.jpg b/img/thumbnail.jpg new file mode 100644 index 0000000..5d3a61f Binary files /dev/null and b/img/thumbnail.jpg differ