Core ML Tools

Convert models from TensorFlow, PyTorch, and other libraries to Core ML.

This guide includes instructions and examples. For details about using the API classes and methods, see the coremltools API Reference.

Index | Search Page

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API Reference

• coremltools API Reference
• Core ML Model Format

Overview

• What Is Core ML Tools?
• Installing Core ML Tools
• Getting Started
• New Features
• Core ML Tools FAQs
• Examples
• Contributing

Unified Conversion

• Core ML Tools API Overview
• Converting Deep Learning Models
• Converting from TensorFlow
• Converting from PyTorch
• Conversion Options
• Model Intermediate Language

Optimization

• Optimizing Models
• Optimize API Overview
• Pruning
• Palettization
• Linear 8-Bit Quantization
• Compressing Neural Network Weights

Other Converters

• LibSVM
• Scikit-learn
• XGBoost

MLModel

• MLModel Overview
• Xcode Model Preview Types
• MLModel Utilities
• Model Prediction
• Updatable Models