Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
146 changes: 146 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
@@ -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
Binary file added img/thumbnail.jpg
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.