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USING ABESS

  • Installation
    • Stable release
      • Python
      • R
    • Latest version
      • Python
      • R
    • Dependencies
      • C++
      • Python
      • R
  • Tutorial
    • Generalized Linear Model
    • Principal Component Analysis
    • Advanced Generic Features
    • Computational Tips
    • Connect to Popular Libraries with scikit-learn API
      • Generalized Linear Model
      • Principal Component Analysis
      • Advanced Generic Features
      • Computational Tips
      • Connect to Popular Libraries with scikit-learn API
  • Python API
    • Generalized Linear Models
      • LinearRegression
      • LogisticRegression
      • PoissonRegression
      • CoxPHSurvivalAnalysis
      • MultiTaskRegression
      • MultinomialRegression
      • GammaRegression
      • OrdinalRegression
    • Principal Component Analysis
      • SparsePCA
      • RobustPCA
    • Data Generation
      • make_glm_data
      • make_multivariate_glm_data
  • R package
  • Contributing
    • Bug Report or New Feature Request
      • Bugs Report
      • Suggest New Features
    • Contribute documentation
      • General development procedure
      • Python document
      • R document
    • Contribute Python/R code
    • Develop New Features
      • Preliminaries
      • Core C++
      • R & Python Package
      • Verify you result
      • Write test cases
    • Develop New Features: GLM
      • Preliminaries
      • Generalized linear model
      • Core C++ for GLM
    • After Code Developing
      • CodeFactor
      • Auto-format
    • Appendix: Architecture of abess
  • FAQ
    • Python package
      • Installation failed
      • Import failed?
      • Example not reproducible?
    • R package
  • Changelog
    • Unreleased
    • Version 0.4.6
    • Versions 0.4.2 -- 0.4.5
    • Version 0.4.1
    • Version 0.4.0
    • Version 0.3.0
    • Version 0.2.0
    • Version 0.1.0

USEFUL LINK

  • abess @GitHub
  • abess @PyPI
  • abess @CRAN
ABESS
  • Tutorial
  • Connect to Popular Libraries with scikit-learn API
  • Edit on GitHub

Connect to Popular Libraries with scikit-learn APIΒΆ

This part is intended to present all possible connection between abess and other popular Python libraries via the scikit-learn interface. It is keep developing and more examples will come up soon. Contributions for this part is extremely welcome!

Work with scikit-learn

Work with scikit-learn

Work with scikit-learn
Work with geomstats

Work with geomstats

Work with geomstats
Work with DoubleML

Work with DoubleML

Work with DoubleML
Work with pyts

Work with pyts

Work with pyts
Work with DoWhy

Work with DoWhy

Work with DoWhy
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