innovate package

Subpackages

• innovate.fitters package
  • Submodules
  • innovate.fitters.batched_fitter module
    • BatchedFitter
      • BatchedFitter.fit()
      • BatchedFitter.predict()
  • innovate.fitters.bootstrap_fitter module
    • BootstrapFitter
      • BootstrapFitter.fit()
      • BootstrapFitter.get_confidence_intervals()
      • BootstrapFitter.get_parameter_estimates()
      • BootstrapFitter.get_standard_errors()
  • innovate.fitters.jax_fitter module
  • innovate.fitters.mom_fitter module
    • MoMFitter
      • MoMFitter.fit()
      • MoMFitter.params_
    • estimate_bass_mom()
  • innovate.fitters.scipy_fitter module
    • ScipyFitter
      • ScipyFitter.fit()
  • Module contents
• innovate.utils package
  • Submodules
• innovate.adopt.categorization
  • categorize_adopters()
  • innovate.utils.metrics module
    • calculate_aic()
    • calculate_bic()
    • calculate_mae()
    • calculate_mape()
    • calculate_mse()
    • calculate_r_squared()
    • calculate_rmse()
    • calculate_rss()
    • calculate_smape()
  • innovate.utils.model_evaluation module
    • compare_models()
    • compute_residuals()
    • find_best_model()
    • get_fit_metrics()
    • model_aic()
    • model_bic()
    • residual_acf()
    • residual_pacf()
  • innovate.utils.preprocessing module
    • aggregate_time_series()
    • apply_rolling_average()
    • apply_sarima()
    • apply_stl_decomposition()
    • cumulative_sum()
    • ensure_datetime_index()
  • Module contents

Submodules

innovate.backend module

Backend selection for the innovate library.

innovate.backend.use_backend(backend: str)

innovate.plots module

Module contents