Hide navigation sidebar

Hide table of contents sidebar

Toggle site navigation sidebar

ADS v2.11.5

Toggle table of contents sidebar

ADS v2.11.5

Getting Started:

Release Notes
Quick Start

Installation and Configuration:

Installation and Setup
Authentication
CLI Configuration
Local Development Environment Setup
Toggle navigation of Local Development Environment Setup

Low-Code AI Operators:

What Are Operators
Getting Started
Toggle navigation of Getting Started
Forecasting
Toggle navigation of Forecasting
Anomaly Detection
Toggle navigation of Anomaly Detection
PII
Toggle navigation of PII

Tasks:

Load Data
Toggle navigation of Load Data
- Connect with ADSDataset and ADSDatasetWithTarget
Label Data
Toggle navigation of Label Data
- Overview
- Quick Start
- Export Metadata
- List
- Load
- Visualize
- Examples
Transform Data
Toggle navigation of Transform Data
- TextStrings
  Toggle navigation of TextStrings
- Text Extraction
Visualize Data
Train Models
Toggle navigation of Train Models
- ADSTuner
- Training with OCI
- Training Large Language Model
- Distributed Training
  Toggle navigation of Distributed Training
  - Getting Started
  - Configurations
  - Developer Guide
  - Dask
    Toggle navigation of Dask
  - Horovod
    Toggle navigation of Horovod
  - PyTorch Distributed
    Toggle navigation of PyTorch Distributed
    - Creating PyTorch Distributed Workloads
  - Tensorflow
    Toggle navigation of Tensorflow
    - Creating Tensorflow Workloads
  - Run Source Code from Git or Object Storage
  - YAML Schema
  - Troubleshooting
- TensorBoard
- Model Evaluation
  Toggle navigation of Model Evaluation
- Oracle AutoMLx
  Toggle navigation of Oracle AutoMLx
  - Quick Start
Register, Manage, and Deploy Models
Toggle navigation of Register, Manage, and Deploy Models

Integrations:

Apache Spark
Toggle navigation of Apache Spark
- Quick Start
- Setup and Installation
- Running your Spark Application on OCI Data Flow
- spark-defaults.conf
- Data Catalog Metastore
  Toggle navigation of Data Catalog Metastore
- OCI Data Flow Studio
- [Legacy]
Big Data Service
Toggle navigation of Big Data Service
Data Science Jobs
Toggle navigation of Data Science Jobs
Data Science Pipelines
Toggle navigation of Data Science Pipelines
Large Language Model
Toggle navigation of Large Language Model
Store Credentials
Toggle navigation of Store Credentials

Classes:

Class Documentation
Toggle navigation of Class Documentation
- ads package
  Toggle navigation of ads package
  - ads.bds package
  - ads.catalog package
  - ads.common package
    Toggle navigation of ads.common package
  - ads.data_labeling package
    Toggle navigation of ads.data_labeling package
  - ads.database package
  - ads.dataflow package
  - ads.dataset package
  - ads.dbmixin package
  - ads.environment package
  - ads.evaluations package
  - ads.experiments package
  - ads.explanations package
  - ads.feature_engineering package
    Toggle navigation of ads.feature_engineering package
    - ads.feature_engineering.accessor package
      Toggle navigation of ads.feature_engineering.accessor package
      - ads.feature_engineering.accessor.mixin package
    - ads.feature_engineering.adsimage package
      Toggle navigation of ads.feature_engineering.adsimage package
      - ads.feature_engineering.adsimage.interface package
    - ads.feature_engineering.adsstring package
      Toggle navigation of ads.feature_engineering.adsstring package
    - ads.feature_engineering.dataset package
    - ads.feature_engineering.feature_type package
      Toggle navigation of ads.feature_engineering.feature_type package
      - ads.feature_engineering.feature_type.adsstring package
        Toggle navigation of ads.feature_engineering.feature_type.adsstring package
        
        ads.feature_engineering.feature_type.adsstring.parsers package
      - ads.feature_engineering.feature_type.handler package
  - ads.hpo package
    Toggle navigation of ads.hpo package
    - ads.hpo.visualization package
  - ads.jobs package
    Toggle navigation of ads.jobs package
    - ads.jobs.builders package
      Toggle navigation of ads.jobs.builders package
      - ads.jobs.builders.infrastructure package
      - ads.jobs.builders.runtimes package
    - ads.jobs.schema package
    - ads.jobs.templates package
  - ads.model package
    Toggle navigation of ads.model package
    - ads.model.common package
    - ads.model.deployment package
      Toggle navigation of ads.model.deployment package
      - ads.model.deployment.common package
    - ads.model.extractor package
    - ads.model.framework package
    - ads.model.model_artifact_boilerplate package
      Toggle navigation of ads.model.model_artifact_boilerplate package
      - ads.model.model_artifact_boilerplate.artifact_introspection_test package
    - ads.model.runtime package
    - ads.model.service package
    - ads.model.transformer package
  - ads.model_artifact_boilerplate package
    Toggle navigation of ads.model_artifact_boilerplate package
    - ads.model_artifact_boilerplate.artifact_introspection_test package
  - ads.mysqldb package
  - ads.opctl package
    Toggle navigation of ads.opctl package
    - ads.opctl.backend package
    - ads.opctl.conda package
    - ads.opctl.config package
      Toggle navigation of ads.opctl.config package
      - ads.opctl.config.diagnostics package
      - ads.opctl.config.yaml_parsers package
        Toggle navigation of ads.opctl.config.yaml_parsers package
        
        ads.opctl.config.yaml_parsers.distributed package
    - ads.opctl.diagnostics package
    - ads.opctl.distributed package
      Toggle navigation of ads.opctl.distributed package
      - ads.opctl.distributed.common package
    - ads.opctl.spark package
  - ads.oracledb package
  - ads.pipeline package
    Toggle navigation of ads.pipeline package
    - ads.pipeline.builders package
      Toggle navigation of ads.pipeline.builders package
      - ads.pipeline.builders.infrastructure package
    - ads.pipeline.schema package
    - ads.pipeline.visualizer package
  - ads.secrets package
  - ads.telemetry package
  - ads.text_dataset package
  - ads.type_discovery package
  - ads.vault package

v: stable

Versions: latest; stable; v2.11.14; v2.11.5; v2.11.3; v2.11.2; v2.11.1; v2.11.0; v2.10.1; v2.10.0; v2.9.1; v2.9.0; v2.9.0rc1; v2.9.0rc0; v2.8.11; v2.8.10; v2.8.9; v2.8.8; v2.8.7; v2.8.6; v2.8.5; v2.8.4; v2.8.3; v2.8.2; v2.8.1; v2.8.0; v2.7.2; v2.7.1; v2.7.0; v2.6.9; v2.6.8; v2.6.7; v2.6.6; v2.6.5; v2.6.4; v2.6.3; v2.6.2; v2.6.1; v2.5.10; v2.5.9; v1.0.0; v.2.7.3; v1.hotfix; v1.1.1.fs; release-2.8.x; la_forecasting; la_aqua_docs

Downloads

On Read the Docs: Project Home; Builds

Back to top

Edit this page

Toggle table of contents sidebar

ads.explanations package#

Made with Sphinx and @pradyunsg's Furo