Module Index

MadLib.tools

Public API functions for MadLib.

MadLib._internal.tokenizer.tokenizer.Tokenizer

MadLib._internal.tokenizer.vectorizer.Vectorizer

Base class for all vectorizers.

MadLib._internal.feature.feature.Feature

MadLib._internal.ml_model.MLModel

Abstract base class for machine learning models.

MadLib._internal.labeler.Labeler

MadLib._internal.labeler.CustomLabeler

MadLib._internal.featurization.create_features

creates the features which will be used to featurize your tuple pairs

MadLib._internal.featurization.featurize

applies the featurizer to the record pairs in candidates

MadLib._internal.featurization.score

computes a score by summing up the positively correlated features score in the feature vectors