Oracle Cloud Infrastructure Documentation

General Machine Learning

Learn about general machine learning conda environments.

General Machine Learning for CPU on Python 3.8 (version 2.0)

A description of the General Machine Learning for CPU on Python 3.8 (version 2.0) conda environment.

Released

January 25, 2022

Description

The General Machine Learning for CPUs conda environment includes Oracle libraries for data manipulation, connectivity to an Oracle Database, and libraries for machine learning through Sklearn, XGBoost, and LightGBM. This environment provides a good baseline for generic machine learning tasks.

To get started with this conda environment, review the Getting Started notebook, using the Launcher.

Python Version

3.8
Slug

generalml_p38_cpu_v1
Object Storage Path 
oci://service-conda-packs@id19sfcrra6z/service_pack/cpu/General_Machine_Learning_for_CPUs_on_Python_3.8/1.0/generalml_p38_cpu_v1

Top Libraries

  • oracle-ads (v2.6.8)

  • lightgbm (v3.3.0)

  • oracledb (v1.1.1)

  • scikit-learn (v1.1.1)

  • spacy (v3.3.1)

  • xgboost (v1.5.0)

For a complete list of preinstalled Python libraries, see generalml_p38_cpu_v1.txt.