https://github.com/artemnovichkov/coreml-references

A list of useful materials about Create ML and Core ML
https://github.com/artemnovichkov/coreml-references

core-ml create-ml ios swiftui

Last synced: about 1 year ago
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A list of useful materials about Create ML and Core ML

• Host: GitHub
• URL: https://github.com/artemnovichkov/coreml-references
• Owner: artemnovichkov
• Created: 2025-03-15T09:15:05.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-03-15T10:06:33.000Z (about 1 year ago)
• Last Synced: 2025-03-19T11:13:10.205Z (about 1 year ago)
• Topics: core-ml, create-ml, ios, swiftui
• Homepage: https://www.artemnovichkov.com
• Size: 194 KB
• Stars: 16
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Core ML References

A list of useful materials about Create ML and Core ML. 

I created it during my preparation to a talk "From SwiftUI to Core ML and back: text analysis in iOS.".

Youtube:

[![From SwiftUI to Core ML and back: text analysis in iOS.](http://img.youtube.com/vi/Jp643WnAIOE/0.jpg)](http://www.youtube.com/watch?v=Jp643WnAIOE)

Slides:

[![From SwiftUI to Core ML and back: text analysis in iOS.](/.github/cover.png)](https://speakerdeck.com/artemnovichkov/ot-swiftui-do-core-ml-i-obratno-analiz-tieksta-v-ios)

## WWDC videos

[All Core ML sessions](https://developer.apple.com/videos/all-videos/?q=core%20ml), especially:

- [Deploy machine learning and AI models on-device with Core ML](https://developer.apple.com/videos/play/wwdc2024/10161/)

- [Get models on device using Core ML Converters](https://developer.apple.com/videos/play/wwdc2020/10153/)

- [Make apps smarter with Natural Language](https://developer.apple.com/videos/play/wwdc2020/10657/)

- [Training Text Classifiers in Create ML](https://developer.apple.com/videos/play/wwdc2019/428/)

- [Introducing the Create ML App](https://developer.apple.com/videos/play/wwdc2019/430/)

## Books

- [Core ML Survival Guide](https://leanpub.com/coreml-survival-guide) by Matthijs Hollemans

- [Machine Learning by Tutorials](https://www.kodeco.com/books/machine-learning-by-tutorials/v2.0) by Kodeco

- [Machine Learning with Core ML](https://www.packtpub.com/en-us/product/machine-learning-with-core-ml-9781788838290) by Joshua Newnham

- [Mastering Machine Learning with Core ML and Python](https://appcoda.gumroad.com/l/mastering-ml) by AppCoda

## Tools

- [Core ML Tools](https://apple.github.io/coremltools/docs-guides/). Convert models from TensorFlow, PyTorch, and other libraries to Core ML.

- [exporters](https://github.com/huggingface/exporters). Export Hugging Face models to Core ML and TensorFlow Lite

- [CoreMLHelpers](https://github.com/hollance/CoreMLHelpers). Types and functions that make it a little easier to work with Core ML in Swift.

## Author

Artem Novichkov, https://www.artemnovichkov.com/