Get Started with the
Intel® AI Analytics Toolkit
Components of This Toolkit
- Intel® Distribution of Modin* (available through Anaconda only), which enables you to seamlessly scale preprocessing across multi nodes using this intelligent, distributed dataframe library with an identical API to pandas. This distribution is only available by Installing the Intel® AI Analytics Toolkit with the Conda* Package Manager.
- Model Zoo for Intel® Architecture: Access pretrained models, sample scripts, best practices, and step-by-step tutorials for many popular open source machine learning models optimized by Intel to run onIntel® Xeon® Scalable processors.
- Intel® Neural Compressor: quickly deploy low-precision inference solutions on popular deep-learning frameworks such as TensorFlow*, PyTorch*, MXNet*, and ONNX* (Open Neural Network Exchange) runtime.
- XGBoost Optimized by Intel: this well-known machine-learning package for gradient-boosted decision trees includes seamless, drop-in acceleration for Intel® architectures to significantly speed up model training and improve accuracy for better predictions.