{"id":26591568,"url":"https://github.com/artemnovichkov/coreml-references","last_synced_at":"2025-03-23T14:18:31.389Z","repository":{"id":283264723,"uuid":"948923937","full_name":"artemnovichkov/coreml-references","owner":"artemnovichkov","description":"A list of useful materials about Create ML and Core ML","archived":false,"fork":false,"pushed_at":"2025-03-15T10:06:33.000Z","size":199,"stargazers_count":16,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-19T11:13:10.205Z","etag":null,"topics":["core-ml","create-ml","ios","swiftui"],"latest_commit_sha":null,"homepage":"https://www.artemnovichkov.com","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/artemnovichkov.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null},"funding":{"github":"artemnovichkov"}},"created_at":"2025-03-15T09:15:05.000Z","updated_at":"2025-03-18T09:16:16.000Z","dependencies_parsed_at":"2025-03-19T13:15:22.946Z","dependency_job_id":null,"html_url":"https://github.com/artemnovichkov/coreml-references","commit_stats":null,"previous_names":["artemnovichkov/coreml-references"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artemnovichkov%2Fcoreml-references","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artemnovichkov%2Fcoreml-references/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artemnovichkov%2Fcoreml-references/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artemnovichkov%2Fcoreml-references/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/artemnovichkov","download_url":"https://codeload.github.com/artemnovichkov/coreml-references/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245111881,"owners_count":20562511,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["core-ml","create-ml","ios","swiftui"],"created_at":"2025-03-23T14:18:30.891Z","updated_at":"2025-03-23T14:18:31.380Z","avatar_url":"https://github.com/artemnovichkov.png","language":null,"funding_links":["https://github.com/sponsors/artemnovichkov"],"categories":[],"sub_categories":[],"readme":"# Core ML References\n\nA list of useful materials about Create ML and Core ML. \n\nI created it during my preparation to a talk \"From SwiftUI to Core ML and back: text analysis in iOS.\".\n\nYoutube:\n\n[![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)\n\nSlides:\n\n[![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)\n\n## WWDC videos\n\n[All Core ML sessions](https://developer.apple.com/videos/all-videos/?q=core%20ml), especially:\n\n- [Deploy machine learning and AI models on-device with Core ML](https://developer.apple.com/videos/play/wwdc2024/10161/)\n- [Get models on device using Core ML Converters](https://developer.apple.com/videos/play/wwdc2020/10153/)\n- [Make apps smarter with Natural Language](https://developer.apple.com/videos/play/wwdc2020/10657/)\n- [Training Text Classifiers in Create ML](https://developer.apple.com/videos/play/wwdc2019/428/)\n- [Introducing the Create ML App](https://developer.apple.com/videos/play/wwdc2019/430/)\n\n## Books\n\n- [Core ML Survival Guide](https://leanpub.com/coreml-survival-guide) by Matthijs Hollemans\n- [Machine Learning by Tutorials](https://www.kodeco.com/books/machine-learning-by-tutorials/v2.0) by Kodeco\n- [Machine Learning with Core ML](https://www.packtpub.com/en-us/product/machine-learning-with-core-ml-9781788838290) by Joshua Newnham\n- [Mastering Machine Learning with Core ML and Python](https://appcoda.gumroad.com/l/mastering-ml) by AppCoda\n\n## Tools\n\n- [Core ML Tools](https://apple.github.io/coremltools/docs-guides/). Convert models from TensorFlow, PyTorch, and other libraries to Core ML.\n- [exporters](https://github.com/huggingface/exporters). Export Hugging Face models to Core ML and TensorFlow Lite\n- [CoreMLHelpers](https://github.com/hollance/CoreMLHelpers). Types and functions that make it a little easier to work with Core ML in Swift.\n\n## Author\n\nArtem Novichkov, https://www.artemnovichkov.com/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fartemnovichkov%2Fcoreml-references","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fartemnovichkov%2Fcoreml-references","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fartemnovichkov%2Fcoreml-references/lists"}