AutoMLx - Automated Machine Learning with Explainability

Installation

Direct Installation

AutoMLx can also be installed directly in any python environment while connected to Oracle's VPN.

Version: 22.2.022.3.022.4.022.4.122.4.223.1.023.1.0rc423.1.123.2.023.2.123.2.223.2.3

AutoMLX has several optional dependencies that can be used to add additional functionality. You can choose from one or more of :

onnx, which installs the onnx-related libraries needed to export AutoML model to the ONNX format.
forecasting, which installs the forecasting models needed for the AutoML time-series forecaster.
deep-learning, which installs some torch-based deep-learning models for the AutoML classifier,
regressor, and anomaly detector. viz, which provides visualization functionality for explanations and the AutoML time-series forecaster.

pip3 install  \
    oracle-automlx==22.4.1 \
   --constraint https://artifacthub-phx.oci.oraclecorp.com/automlx-pypi/data/requirements-22.4.1.txt

Documentation

Contents:

• AutoMLx
  • Initialization
  • AutoML
  • Explainability
• Changelog
  • 22.4.1
  • 22.4.0
  • 22.3.0
  • 22.2.0

Indices and tables

• Index

• Module Index

• Search Page