Create ML Components

1. Image components

   Covers Augmenting images to expand your training data, Creating a multi-label image classifier, ImageReader, ImageFeatureExtractor.

2. Pose components

   Covers Counting human body action repetitions in a live video feed, Pose, JointKey, JointPoint.

3. Audio components

   Covers AudioReader, AudioFeaturePrint, AudioConvertingTransformer.

4. Time-based components

   Covers Creating a time-series classifier, Creating a time-series forecaster, DateFeatures, DateFeatureExtractor.

5. Object detection components

   Covers DetectedObject, ObjectDetectionAnnotation, ObjectDetectionMetrics.

6. Tabular components

   Covers TabularTransformer, TabularEstimator, SupervisedTabularEstimator, ColumnSelector.

7. Protocols

   Covers Transformer, TemporalTransformer, RandomTransformer, Estimator.

8. Core ML adaptors

   Covers MLModelTransformerAdaptor, MLModelClassifierAdaptor, MLModelRegressorAdaptor, ModelMetadata.

9. Annotations

   Covers AnnotatedFiles, AnnotatedBatch, AnnotatedFeature, AnnotatedFeatureProvider.

10. Augmentations

    Covers ApplyEachRandomly, ApplyRandomly, AugmentationBuilder, AugmentationSequence.

11. Event handling

    Covers Event, EventHandler, MetricsKey.

12. Scalers

    Covers StandardScaler, MaxAbsScaler, MinMaxScaler, NormalizationScaler.

Each section links to the official page. Titles and summaries by Extra Credit; the docs belong to their authors.

• Core Transferable App Services
• Core Video Media
• Core WLAN System
• CoreAudioKit Media
• CrashReportExtension App Services
• Create ML App Services
• CryptoTokenKit System
• Darwin Notify System
• DataDetection App Services
• Declared Age Range App Frameworks
• Developer Tools Support Developer Tools
• Device Activity App Services