Welcome to LALE’s API documentation!

These pages show API documentation for Lale, which is auto-generated from docstrings, many of which are themselves auto-generated from schemas. For an introductory overview, installation instructions, examples, talks, code, a paper, etc., please check the Lale github page: https://github.com/IBM/lale .

Core Modules

• lale.operators Classes for operators including pipelines.

• lale.datasets Schema-augmented datasets.

• lale.grammar Pipeline topology search syntax.

• lale.json_operator Includes a from_json() function.

• lale.schemas Python API for writing JSON schemas.

Operator libraries

• lale.lib.sklearn based on scikit-learn

• lale.lib.lale containing Lale-specific operators

• lale.lib.aif360 based on AI Fairness 360

• lale.lib.autoai_libs based on autoai-libs

• lale.lib.autogen auto-generated based on scikit-learn

• lale.lib.category_encoders based on category_encoders

• lale.lib.imblearn based on imbalanced-learn

• lale.lib.lightgbm based on LightGBM

• lale.lib.rasl relational algebra in scikit-learn

• lale.lib.snapml based on Snap ML

• lale.lib.xgboost based on XGBoost

Indices and tables

• Index

• Search Page