Dataquest.io GP23 TG documentation

Webpage selfdocumenting functions & classes used in Guided Project 23: Predicting House Sale Prices from Dataquest.io Data Scientist in Python path.

Owner: Tomasz G

Last updated date: June 2023

Documentation

Technical documentation

• Data
  • Make Dataset
    • MakeDataset
• Explore & Visualise
  • EDA (Exploratory Data Analysis)
    • var_boxplot()
• Features - Build features
  • FeatureCorrection
    • FeatureCorrection.output()
    • FeatureCorrection._drop_missing()
    • FeatureCorrection._impute_values()
    • FeatureCorrection._convert_categories()
  • FeatureBinning
    • FeatureBinning._optbin_create()
    • FeatureBinning.transform()
  • boxcox_transformation()
• Model
  • Hyperparameters
    • kfold_nFeaturesSelector()
    • varSelect_fwdBckw()
  • Train
    • EstimatorSelectionHelper
• Utils
  • Diagnostics
    • LinearDiagnostics

Indices and tables

• Index

• Module Index

• Search Page