Tools, Libraries, and SDKs
Quickly develop, train, and deploy deep learning solutions with tools from Intel.
Toolkits Powered by oneAPI
Accelerate end-to-end machine learning and data science pipelines with optimized deep learning frameworks and high-performing Python* libraries. The Intel® AI Analytics Toolkit includes:
- Intel® Distribution for Python*
- Intel® Optimization for PyTorch*
- Intel® Optimization for TensorFlow*
- Intel® Optimization of Modin* (available through Anaconda only)
- Intel® Low Precision Optimization Tool
- Model Zoo for Intel® Architecture
Intel® Distribution of OpenVINO™ Toolkit
Deploy high-performance inference applications from device to cloud. The Intel® Distribution of OpenVINO™ Toolkit includes:
- Model Optimizer
- Deep Learning Workbench
- Inference Engine
- Deployment Manager
- OpenCV*
- DL Streamer
- Post Training Optimization Tool
Additional AI Tools
This unified analytics and AI open source platform seamlessly unites Apache Spark*, TensorFlow*, Keras*, BigDL, and other future frameworks into an integrated data pipeline. It scales AI models to big data clusters with thousands of nodes for distributed training or inference.
Apache Hadoop* and Apache Spark* MLib
At the heart of the big data movement are Apache Hadoop* and Apache Spark*. Use Apache Spark speed plus Intel efficiency to power data analytics.