BigDL
latest

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
  • Developer Guide

DLlib Overview

  • DLlib User Guide
  • Keras-Like API
  • Spark ML Pipeline Support

Orca Overview

  • The Orca Library
  • Orca Context
  • Distributed Data Processing
  • Distributed Training and Inference
  • Distributed Hyper-Parameter Tuning
  • RayOnSpark

Chronos Overview

  • Chronos User Guide
  • Time Series Processing and Feature Engineering Overview
  • Time Series Forecasting Overview
  • Time Series Anomaly Detection Overview
  • Generate Synthetic Sequential Data Overview
  • Useful Functionalities Overview
  • AutoTSEstimator
  • TSDataset and Forecaster
  • Anomaly Detector

PPML Overview

  • PPML User Guide

Common Use Case

  • Use torch.distributed in Orca
  • Use Spark Dataframe for Deep Learning
  • Use Distributed Pandas for Deep Learning
  • Enable AutoML for PyTorch
  • Use AutoXGBoost to auto-tune XGBoost parameters

Python API

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

Real-World Application

  • Presentations
  • Powered By
BigDL
  • »
  • Overview: module code

All modules for which code is available

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

© Copyright 2020, BigDL Authors. Revision daac7adc.

Built with Sphinx using a theme provided by Read the Docs.