lazypredict

• lazypredict package
  • Subpackages
    • lazypredict.integrations package
      • Submodules
      • lazypredict.integrations.mlflow module
      • Module contents
  • Submodules
  • lazypredict.Supervised module
    • Classification
    • LazyClassifier
    • LazyRegressor
    • Regression
    • time_limit()
  • lazypredict.TimeSeriesForecasting module
    • AutoARIMAForecaster
      • AutoARIMAForecaster.fit()
      • AutoARIMAForecaster.name
      • AutoARIMAForecaster.predict()
    • ForecasterWrapper
      • ForecasterWrapper.fit()
      • ForecasterWrapper.name
      • ForecasterWrapper.predict()
    • GRUForecaster
    • HoltForecaster
      • HoltForecaster.fit()
      • HoltForecaster.name
      • HoltForecaster.predict()
    • HoltWintersForecaster
      • HoltWintersForecaster.fit()
      • HoltWintersForecaster.name
      • HoltWintersForecaster.predict()
    • LSTMForecaster
    • LazyForecaster
      • LazyForecaster.models
      • LazyForecaster.errors
      • LazyForecaster.fit()
      • LazyForecaster.load_models()
      • LazyForecaster.predict()
      • LazyForecaster.provide_models()
      • LazyForecaster.save_models()
    • MLForecaster
      • MLForecaster.fit()
      • MLForecaster.name
      • MLForecaster.predict()
    • NaiveForecaster
      • NaiveForecaster.fit()
      • NaiveForecaster.name
      • NaiveForecaster.predict()
    • SARIMAXForecaster
      • SARIMAXForecaster.fit()
      • SARIMAXForecaster.name
      • SARIMAXForecaster.predict()
    • SeasonalNaiveForecaster
      • SeasonalNaiveForecaster.fit()
      • SeasonalNaiveForecaster.name
      • SeasonalNaiveForecaster.predict()
    • SimpleExpSmoothingForecaster
      • SimpleExpSmoothingForecaster.fit()
      • SimpleExpSmoothingForecaster.name
      • SimpleExpSmoothingForecaster.predict()
    • ThetaForecaster
      • ThetaForecaster.fit()
      • ThetaForecaster.name
      • ThetaForecaster.predict()
    • TimesFMForecaster
      • TimesFMForecaster.fit()
      • TimesFMForecaster.name
      • TimesFMForecaster.predict()
  • lazypredict.cli module
  • lazypredict.config module
    • get_cuml_models()
    • get_gpu_model_params()
    • is_gpu_available()
  • lazypredict.exceptions module
    • DataValidationError
    • InsufficientDataError
    • InvalidParameterError
    • LazyPredictError
    • ModelFitError
    • TimeoutException
  • lazypredict.metrics module
    • adjusted_rsquared()
    • compute_forecast_metrics()
    • mean_absolute_percentage_error()
    • mean_absolute_scaled_error()
    • symmetric_mean_absolute_percentage_error()
  • lazypredict.preprocessing module
    • build_preprocessor()
    • get_card_split()
    • get_categorical_encoder()
    • prepare_dataframes()
  • lazypredict.ts_preprocessing module
    • create_lag_features()
    • detect_seasonal_period()
    • recursive_forecast()
  • Module contents
    • LazyClassifier
    • LazyEstimator
      • LazyEstimator.fit()
      • LazyEstimator.load_models()
      • LazyEstimator.predict()
      • LazyEstimator.provide_models()
      • LazyEstimator.save_models()
    • LazyForecaster
      • LazyForecaster.models
      • LazyForecaster.errors
      • LazyForecaster.fit()
      • LazyForecaster.load_models()
      • LazyForecaster.predict()
      • LazyForecaster.provide_models()
      • LazyForecaster.save_models()
    • LazyRegressor