Index

A

aggregate_time_series() (in module innovate.utils.preprocessing) analyze_failure() (in module innovate.fail.analysis) apply_rolling_average() (in module innovate.utils.preprocessing)

apply_sarima() (in module innovate.utils.preprocessing) apply_stl_decomposition() (in module innovate.utils.preprocessing) apply_time_varying_params() (innovate.policy.intervention.PolicyIntervention method)

B

BassModel (class in innovate.diffuse.bass) BatchedFitter (class in innovate.fitters.batched_fitter) BootstrapFitter (class in innovate.fitters.bootstrap_fitter) bounds() (innovate.base.base.DiffusionModel method) (innovate.base.DiffusionModel method) (innovate.compete.competition.MultiProductDiffusionModel method) (innovate.compete.lotka_volterra.LotkaVolterraModel method) (innovate.diffuse.bass.BassModel method) (innovate.diffuse.gompertz.GompertzModel method) (innovate.diffuse.logistic.LogisticModel method) (innovate.path_dependence.lock_in.LockInModel method) (innovate.substitute.fisher_pry.FisherPryModel method)

C

calculate_aic() (in module innovate.utils.metrics) calculate_bic() (in module innovate.utils.metrics) calculate_mae() (in module innovate.utils.metrics) calculate_mape() (in module innovate.utils.metrics) calculate_mse() (in module innovate.utils.metrics) calculate_r_squared() (in module innovate.utils.metrics) calculate_rmse() (in module innovate.utils.metrics) calculate_rss() (in module innovate.utils.metrics) calculate_smape() (in module innovate.utils.metrics)

categorize_adopters() (in module innovate.adopt.categorization), [1] compare_models() (in module innovate.utils.model_evaluation) CompetitiveDiffusionAgent (class in innovate.abm) CompetitiveDiffusionModel (class in innovate.abm) compute_residuals() (in module innovate.utils.model_evaluation) cumulative_adoption() (innovate.diffuse.bass.BassModel method) (innovate.diffuse.gompertz.GompertzModel method) (innovate.diffuse.logistic.LogisticModel method) cumulative_sum() (in module innovate.utils.preprocessing)

D

DelayedHypeBassModel (class in innovate.hype.delayed_hype_bass) differential_equation() (innovate.base.base.DiffusionModel static method) (innovate.base.DiffusionModel static method) (innovate.compete.competition.MultiProductDiffusionModel static method) (innovate.compete.lotka_volterra.LotkaVolterraModel method) (innovate.diffuse.bass.BassModel method) (innovate.diffuse.gompertz.GompertzModel method) (innovate.diffuse.logistic.LogisticModel method) (innovate.path_dependence.lock_in.LockInModel method) (innovate.substitute.fisher_pry.FisherPryModel method)

DiffusionModel (class in innovate.base) (class in innovate.base.base) DisruptiveInnovationAgent (class in innovate.abm) DisruptiveInnovationModel (class in innovate.abm)

E

ensure_datetime_index() (in module innovate.utils.preprocessing)

estimate_bass_mom() (in module innovate.fitters.mom_fitter)

F

find_best_model() (in module innovate.utils.model_evaluation) FisherPryModel (class in innovate.substitute.fisher_pry) fit() (innovate.base.base.DiffusionModel method) (innovate.base.DiffusionModel method) (innovate.compete.competition.MultiProductDiffusionModel method) (innovate.compete.lotka_volterra.LotkaVolterraModel method) (innovate.fitters.batched_fitter.BatchedFitter method) (innovate.fitters.bootstrap_fitter.BootstrapFitter method) (innovate.fitters.mom_fitter.MoMFitter method) (innovate.fitters.scipy_fitter.ScipyFitter method) (innovate.path_dependence.lock_in.LockInModel method) (innovate.substitute.fisher_pry.FisherPryModel method)

G

get_confidence_intervals() (innovate.fitters.bootstrap_fitter.BootstrapFitter method) get_fit_metrics() (in module innovate.utils.model_evaluation)

get_parameter_estimates() (innovate.fitters.bootstrap_fitter.BootstrapFitter method) get_standard_errors() (innovate.fitters.bootstrap_fitter.BootstrapFitter method) GompertzModel (class in innovate.diffuse.gompertz)

H

HypeCycleModel (class in innovate.hype.hype_cycle)

HypeModifiedBassModel (class in innovate.hype.hype_modified_bass)

I

initial_guesses() (innovate.base.base.DiffusionModel method) (innovate.base.DiffusionModel method) (innovate.compete.competition.MultiProductDiffusionModel method) (innovate.compete.lotka_volterra.LotkaVolterraModel method) (innovate.diffuse.bass.BassModel method) (innovate.diffuse.gompertz.GompertzModel method) (innovate.diffuse.logistic.LogisticModel method) (innovate.path_dependence.lock_in.LockInModel method) (innovate.substitute.fisher_pry.FisherPryModel method) innovate module innovate.abm module innovate.adopt module innovate.adopt.categorization module, [1] innovate.backend module innovate.base module innovate.base.base module innovate.compete module innovate.compete.competition module innovate.compete.lotka_volterra module innovate.diffuse module innovate.diffuse.bass module innovate.diffuse.gompertz module innovate.diffuse.logistic module innovate.fail module innovate.fail.analysis module

innovate.fitters module innovate.fitters.batched_fitter module innovate.fitters.bootstrap_fitter module innovate.fitters.mom_fitter module innovate.fitters.scipy_fitter module innovate.hype module innovate.hype.delayed_hype_bass module innovate.hype.hype_cycle module innovate.hype.hype_modified_bass module innovate.path_dependence module innovate.path_dependence.lock_in module innovate.policy module innovate.policy.intervention module innovate.substitute module innovate.substitute.fisher_pry module innovate.utils module innovate.utils.metrics module innovate.utils.model_evaluation module innovate.utils.preprocessing module InnovationAgent (class in innovate.abm) InnovationModel (class in innovate.abm)

L

LockInModel (class in innovate.path_dependence.lock_in)

LogisticModel (class in innovate.diffuse.logistic) LotkaVolterraModel (class in innovate.compete.lotka_volterra)

M

model_aic() (in module innovate.utils.model_evaluation) model_bic() (in module innovate.utils.model_evaluation) module innovate innovate.abm innovate.adopt innovate.adopt.categorization, [1] innovate.backend innovate.base innovate.base.base innovate.compete innovate.compete.competition innovate.compete.lotka_volterra innovate.diffuse innovate.diffuse.bass innovate.diffuse.gompertz innovate.diffuse.logistic innovate.fail innovate.fail.analysis innovate.fitters innovate.fitters.batched_fitter innovate.fitters.bootstrap_fitter innovate.fitters.mom_fitter innovate.fitters.scipy_fitter innovate.hype innovate.hype.delayed_hype_bass innovate.hype.hype_cycle innovate.hype.hype_modified_bass innovate.path_dependence innovate.path_dependence.lock_in innovate.policy innovate.policy.intervention innovate.substitute innovate.substitute.fisher_pry innovate.utils innovate.utils.metrics innovate.utils.model_evaluation innovate.utils.preprocessing

MoMFitter (class in innovate.fitters.mom_fitter) MultiProductDiffusionModel (class in innovate.compete.competition)

P

param_names (innovate.base.base.DiffusionModel property) (innovate.base.DiffusionModel property) (innovate.compete.competition.MultiProductDiffusionModel property) (innovate.compete.lotka_volterra.LotkaVolterraModel property) (innovate.diffuse.bass.BassModel property) (innovate.diffuse.gompertz.GompertzModel property) (innovate.diffuse.logistic.LogisticModel property) (innovate.hype.hype_cycle.HypeCycleModel property) (innovate.path_dependence.lock_in.LockInModel property) (innovate.substitute.fisher_pry.FisherPryModel property) params_ (innovate.base.base.DiffusionModel property) (innovate.base.DiffusionModel property) (innovate.compete.competition.MultiProductDiffusionModel property) (innovate.compete.lotka_volterra.LotkaVolterraModel property) (innovate.diffuse.bass.BassModel property) (innovate.diffuse.gompertz.GompertzModel property) (innovate.diffuse.logistic.LogisticModel property) (innovate.fitters.mom_fitter.MoMFitter property) (innovate.hype.hype_cycle.HypeCycleModel property) (innovate.path_dependence.lock_in.LockInModel property) (innovate.substitute.fisher_pry.FisherPryModel property) PolicyIntervention (class in innovate.policy.intervention)

predict() (innovate.base.base.DiffusionModel method) (innovate.base.DiffusionModel method) (innovate.compete.competition.MultiProductDiffusionModel method) (innovate.compete.lotka_volterra.LotkaVolterraModel method) (innovate.diffuse.bass.BassModel method) (innovate.diffuse.gompertz.GompertzModel method) (innovate.diffuse.logistic.LogisticModel method) (innovate.fitters.batched_fitter.BatchedFitter method) (innovate.hype.delayed_hype_bass.DelayedHypeBassModel method) (innovate.hype.hype_cycle.HypeCycleModel method) (innovate.hype.hype_modified_bass.HypeModifiedBassModel method) (innovate.path_dependence.lock_in.LockInModel method) (innovate.substitute.fisher_pry.FisherPryModel method) predict_adoption_rate() (innovate.base.base.DiffusionModel method) (innovate.base.DiffusionModel method) (innovate.compete.competition.MultiProductDiffusionModel method) (innovate.compete.lotka_volterra.LotkaVolterraModel method) (innovate.diffuse.bass.BassModel method) (innovate.diffuse.gompertz.GompertzModel method) (innovate.diffuse.logistic.LogisticModel method) (innovate.path_dependence.lock_in.LockInModel method) (innovate.substitute.fisher_pry.FisherPryModel method)

R

residual_acf() (in module innovate.utils.model_evaluation) residual_pacf() (in module innovate.utils.model_evaluation)

run_model() (innovate.abm.CompetitiveDiffusionModel method) (innovate.abm.DisruptiveInnovationModel method) (innovate.abm.SentimentHypeModel method)

S

ScipyFitter (class in innovate.fitters.scipy_fitter) score() (innovate.base.base.DiffusionModel method) (innovate.base.DiffusionModel method) (innovate.compete.competition.MultiProductDiffusionModel method) (innovate.compete.lotka_volterra.LotkaVolterraModel method) (innovate.diffuse.bass.BassModel method) (innovate.diffuse.gompertz.GompertzModel method) (innovate.diffuse.logistic.LogisticModel method) (innovate.path_dependence.lock_in.LockInModel method) (innovate.substitute.fisher_pry.FisherPryModel method)

SentimentHypeAgent (class in innovate.abm) SentimentHypeModel (class in innovate.abm) step() (innovate.abm.CompetitiveDiffusionAgent method) (innovate.abm.CompetitiveDiffusionModel method) (innovate.abm.DisruptiveInnovationAgent method) (innovate.abm.DisruptiveInnovationModel method) (innovate.abm.InnovationAgent method) (innovate.abm.InnovationModel method) (innovate.abm.SentimentHypeAgent method) (innovate.abm.SentimentHypeModel method)

U

use_backend() (in module innovate.backend)