Featuretools
v0.17.0

Getting Started

  • What is Featuretools?
  • Install
  • Representing Data with EntitySets
  • Deep Feature Synthesis
  • Feature primitives
  • Variable Types
  • Handling Time

Guides

  • Tuning Deep Feature Synthesis
  • Specifying Primitive Options
  • Improving Computational Performance
  • Using Dask EntitySets (BETA)
  • Deployment
  • Advanced Custom Primitives Guide

Resources and References

  • Frequently Asked Questions
  • Help
  • Limitations
  • Glossary
  • Featuretools External Ecosystem
  • API Reference
  • Primitive Reference
  • Changelog
Featuretools
  • Docs »
  • Overview: module code

All modules for which code is available

  • featuretools.computational_backends.calculate_feature_matrix
  • featuretools.demo.flight
  • featuretools.demo.mock_customer
  • featuretools.demo.retail
  • featuretools.entityset.deserialize
  • featuretools.entityset.entity
  • featuretools.entityset.entityset
  • featuretools.entityset.relationship
  • featuretools.entityset.timedelta
  • featuretools.feature_base.feature_base
  • featuretools.feature_base.feature_visualizer
  • featuretools.feature_base.features_deserializer
  • featuretools.feature_base.features_serializer
  • featuretools.primitives.base.aggregation_primitive_base
  • featuretools.primitives.base.primitive_base
  • featuretools.primitives.base.transform_primitive_base
  • featuretools.primitives.standard.aggregation_primitives
  • featuretools.primitives.standard.binary_transform
  • featuretools.primitives.standard.cum_transform_feature
  • featuretools.primitives.standard.transform_primitive
  • featuretools.selection.selection
  • featuretools.synthesis.dfs
  • featuretools.synthesis.encode_features
  • featuretools.utils.time_utils
  • featuretools.variable_types.utils
  • featuretools.variable_types.variable
  • featuretools_sklearn_transformer.transformer
  • nlp_primitives.diversity_score
  • nlp_primitives.lsa
  • nlp_primitives.mean_characters_per_word
  • nlp_primitives.part_of_speech_count
  • nlp_primitives.polarity_score
  • nlp_primitives.punctuation_count
  • nlp_primitives.stopword_count
  • nlp_primitives.title_word_count
  • nlp_primitives.universal_sentence_encoder
  • nlp_primitives.upper_case_count

© Copyright 2019, Feature Labs. BSD License Revision 41bc35e7.