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Quick Start

  • TensorFlow 1.15 Quickstart
  • Keras 2.3 Quickstart
  • TensorFlow 2 Quickstart
  • PyTorch Quickstart
  • RayOnSpark Quickstart

User Guide

  • Python User Guide
  • Scala User Guide
  • Colab User Guide
  • Docker User Guide
  • Hadoop/YARN User Guide
  • K8s User Guide
  • Databricks User Guide
  • RayOnSpark User Guide
  • Chronos User Guide
  • PPML User Guide
  • Developer Guide

Common Use Case

  • Use torch.distributed in Orca
  • Use Spark Dataframe for Deep Learning
  • Use Distributed Pandas for Deep Learning
  • Use AutoTSEstimator for Time-Series Forecasting
  • Use TSDataset and Forecaster for Time-Series Forecasting
  • Use Anomaly Detector for Unsupervised Anomaly Detection
  • Use Keras-Like API for BigDL
  • Use Spark ML Pipeline for BigDL
  • Enable AutoML for PyTorch
  • Use AutoXGBoost to auto-tune XGBoost parameters

Orca Overview

  • The Orca Library
  • Orca Context
  • Distributed Data-Parallel Processing
  • Distributed Training and Inference
  • Distributed Hyper-parameter Tuning

Python API

  • Orca API
  • AutoML API
  • Friesian Feature API
  • Chronos API

Real-World Application

  • Presentations
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  • Overview: module code

All modules for which code is available

  • zoo.chronos.autots.autotsestimator
  • zoo.chronos.autots.deprecated.config.recipe
  • zoo.chronos.autots.deprecated.forecast
  • zoo.chronos.autots.model.auto_arima
  • zoo.chronos.autots.model.auto_lstm
  • zoo.chronos.autots.model.auto_prophet
  • zoo.chronos.autots.model.auto_seq2seq
  • zoo.chronos.autots.model.auto_tcn
  • zoo.chronos.autots.model.base_automodel
  • zoo.chronos.autots.tspipeline
  • zoo.chronos.data.experimental.xshards_tsdataset
  • zoo.chronos.data.tsdataset
  • zoo.chronos.detector.anomaly.ae_detector
  • zoo.chronos.detector.anomaly.dbscan_detector
  • zoo.chronos.detector.anomaly.th_detector
  • zoo.chronos.forecaster.arima_forecaster
  • zoo.chronos.forecaster.base_forecaster
  • zoo.chronos.forecaster.lstm_forecaster
  • zoo.chronos.forecaster.mtnet_forecaster
  • zoo.chronos.forecaster.prophet_forecaster
  • zoo.chronos.forecaster.seq2seq_forecaster
  • zoo.chronos.forecaster.tcmf_forecaster
  • zoo.chronos.forecaster.tcn_forecaster
  • zoo.chronos.forecaster.tfpark_forecaster
  • zoo.chronos.simulator.doppelganger_simulator
  • zoo.friesian.feature.table
  • zoo.orca.automl.auto_estimator
  • zoo.orca.automl.hp
  • zoo.orca.automl.metrics
  • zoo.orca.learn.bigdl.estimator
  • zoo.orca.learn.pytorch.estimator
  • zoo.orca.learn.tf.estimator
  • zoo.orca.learn.tf2.estimator

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