nemos.glm.PopulationGLM.__init__

PopulationGLM.__init__(observation_model='Poisson', inverse_link_function=None, regularizer='UnRegularized', regularizer_strength=None, solver_name=None, solver_kwargs=None, feature_mask=None, **kwargs)

Parameters:

• observation_model (BernoulliObservations | GammaObservations | GaussianObservations | NegativeBinomialObservations | PoissonObservations | Literal['Poisson', 'Gamma', 'Bernoulli', 'NegativeBinomial', 'Gaussian'] | ~typing.Literal['Poisson', 'Gamma', 'Bernoulli', 'NegativeBinomial'])

• inverse_link_function (Callable | None)

• regularizer (str | Regularizer)

• regularizer_strength (float | None)

• solver_name (str)

• solver_kwargs (dict)

• feature_mask (Array | None)