Ray AIR API

• Preprocessor (Ray Data + Ray Train)
  • Preprocessor Interface
  • Generic Preprocessors
  • Categorical Encoders
  • Feature Scalers
  • K-Bins Discretizers
  • Image Preprocessors
  • Text Encoders
• Dataset Ingest (Ray Data + Ray Train)
  • Debugging Utilities
• Trainers (Ray Train)
  • Ray Train Base Classes (Developer APIs)
  • Ray Train Integrations
• Tuner (Ray Tune)
  • Tuner
  • tune.run_experiments
• Results (Ray Train + Ray Tune)
  • ResultGrid (tune.ResultGrid)
  • Result (air.Result)
  • ExperimentAnalysis (tune.ExperimentAnalysis)
• AIR Session (Ray Train + Ray Tune)
  • Report Metrics and Save Checkpoints
  • Retrieve Checkpoints and Datasets
  • AIR Session Metadata
• AIR Configurations (Ray Train + Ray Tune)
  • ray.air.RunConfig
  • ray.air.ScalingConfig
  • ray.air.DatasetConfig
  • ray.air.CheckpointConfig
  • ray.air.FailureConfig
• AIR Checkpoint (All Libraries)
  • Constructor Options
  • Checkpoint Properties
  • Checkpoint Format Conversions
• Predictors (Ray Data + Ray Train)
  • Predictor Interface
  • Batch Predictor
• Model Serving in AIR (Ray Serve)
  • ray.serve.air_integrations.PredictorWrapper
• External Library Integrations
  • Tune Experiment Monitoring Integrations
  • Integrations with ML Libraries