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Ray 3.0.0.dev0
Welcome to Ray!
Ray
Overview
Getting Started
Installation
Use Cases
Ecosystem
Ray Core
Ray AI Runtime (AIR)
Ray Data
Ray Train
Ray Tune
Ray Serve
Ray RLlib
More Libraries
Ray Clusters
Monitoring and Debugging
References
Ray AIR API
Preprocessor (Ray Data + Ray Train)
ray.data.preprocessor.Preprocessor
ray.data.preprocessor.Preprocessor.fit
ray.data.preprocessor.Preprocessor.fit_transform
ray.data.preprocessor.Preprocessor.transform
ray.data.preprocessor.Preprocessor.transform_batch
ray.data.preprocessor.Preprocessor.transform_stats
ray.data.preprocessors.BatchMapper
ray.data.preprocessors.Chain
ray.data.preprocessors.Concatenator
ray.data.preprocessors.SimpleImputer
ray.data.preprocessors.Categorizer
ray.data.preprocessors.LabelEncoder
ray.data.preprocessors.MultiHotEncoder
ray.data.preprocessors.OneHotEncoder
ray.data.preprocessors.OrdinalEncoder
ray.data.preprocessors.MaxAbsScaler
ray.data.preprocessors.MinMaxScaler
ray.data.preprocessors.Normalizer
ray.data.preprocessors.PowerTransformer
ray.data.preprocessors.RobustScaler
ray.data.preprocessors.StandardScaler
ray.data.preprocessors.CustomKBinsDiscretizer
ray.data.preprocessors.UniformKBinsDiscretizer
ray.data.preprocessors.TorchVisionPreprocessor
ray.data.preprocessors.CountVectorizer
ray.data.preprocessors.FeatureHasher
ray.data.preprocessors.HashingVectorizer
ray.data.preprocessors.Tokenizer
Dataset Ingest (Ray Data + Ray Train)
AIR Configurations (Ray Train + Ray Tune)
Trainers (Ray Train)
Tuner (Ray Tune)
ML Library Integrations (Ray Train + Ray Tune)
Experiment Tracking Integrations (Ray Train + Ray Tune)
AIR Session (Ray Train + Ray Tune)
Results (Ray Train + Ray Tune)
AIR Checkpoint (All Libraries)
Predictors (Ray Data + Ray Train)
Model Serving in AIR (Ray Serve)
Ray Data API
Ray Train API
Ray Tune API
Ray Serve API
Ray RLlib API
Ray Workflows API
Ray Cluster Management API
Ray Core API
Usage Stats Collection
Ray Glossary
Developer Guides
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