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Getting Started:

Release Notes
Quick Start

Installation and Configuration:

Installation and Setup
Authentication
CLI Configuration
Local Development Environment Setup
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Low-Code AI Operators:

What Are Operators
Getting Started
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Forecasting
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Anomaly Detection
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PII
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Tasks:

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

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

Class Documentation
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- ads package
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  - ads.bds package
  - ads.catalog package
  - ads.common package
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  - ads.data_labeling package
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  - 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
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    - ads.feature_engineering.accessor package
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      - ads.feature_engineering.accessor.mixin package
    - ads.feature_engineering.adsimage package
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      - ads.feature_engineering.adsimage.interface package
    - ads.feature_engineering.adsstring package
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    - ads.feature_engineering.dataset package
    - ads.feature_engineering.feature_type package
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      - ads.feature_engineering.feature_type.adsstring package
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        ads.feature_engineering.feature_type.adsstring.parsers package
      - ads.feature_engineering.feature_type.handler package
  - ads.hpo package
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    - ads.hpo.visualization package
  - ads.jobs package
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    - ads.jobs.builders package
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      - ads.jobs.builders.infrastructure package
      - ads.jobs.builders.runtimes package
    - ads.jobs.schema package
    - ads.jobs.templates package
  - ads.model package
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    - ads.model.common package
    - ads.model.deployment package
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      - ads.model.deployment.common package
    - ads.model.extractor package
    - ads.model.framework package
    - ads.model.model_artifact_boilerplate package
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      - 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
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    - ads.model_artifact_boilerplate.artifact_introspection_test package
  - ads.mysqldb package
  - ads.opctl package
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    - ads.opctl.backend package
    - ads.opctl.conda package
    - ads.opctl.config package
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      - ads.opctl.config.diagnostics package
      - ads.opctl.config.yaml_parsers package
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        ads.opctl.config.yaml_parsers.distributed package
    - ads.opctl.diagnostics package
    - ads.opctl.distributed package
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      - ads.opctl.distributed.common package
    - ads.opctl.spark package
  - ads.oracledb package
  - ads.pipeline package
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    - ads.pipeline.builders package
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      - 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: latest

Versions: latest; stable; v2.11.14; v2.11.9; v2.11.8; v2.11.7; v2.11.6; 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

Downloads

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ads.environment package¶

Submodules¶

ads.environment.ml_runtime module¶

Module contents¶

ads.evaluations package

ads.dbmixin package

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ads.environment package