sam-ml-py

💡 General Information

  • swig installation
  • Scoring
  • Global Variables
  • Package Graph

🤖 Models

  • Classifier
  • Regressor
    • BayesianRidge (BYR)
    • DecisionTreeRegressor (DTR)
    • ElasticNet (EN)
    • ExtraTreesRegressor (ETR)
    • LassoLarsCV (LLCV)
    • RandomForestRegressor (RFR)
    • SGDRegressor (SGDR)
    • XGBRegressor (XGBR)
  • Auto-ML
  • Pipeline Factory

📊 Data

  • Preprocessing
  • Regio

🧩 Abstract classes

  • Model class
  • Regressor class
  • Classifier class
  • BasePipeline class
  • Data class
  • AutoML class
sam-ml-py
  • Regressor
  • View page source

Regressor

The sam_ml.models.regressor module contains several regressor wrapper models.

  • BayesianRidge (BYR)
  • DecisionTreeRegressor (DTR)
  • ElasticNet (EN)
  • ExtraTreesRegressor (ETR)
  • LassoLarsCV (LLCV)
  • RandomForestRegressor (RFR)
  • SGDRegressor (SGDR)
  • XGBRegressor (XGBR)
Previous Next

© Copyright 2022 - 2023, Samuel Brinkmann (MIT License).

Built with Sphinx using a theme provided by Read the Docs.