Skip to main content
Ctrl+K
nemos 0.2.6 documentation - Home nemos 0.2.6 documentation - Home
  • Install
  • Quickstart
  • Background
  • How-To Guide
  • Tutorials
  • Getting Help
    • API Reference
    • Citation Guide
    • For Developers
  • GitHub
  • X
  • Install
  • Quickstart
  • Background
  • How-To Guide
  • Tutorials
  • Getting Help
  • API Reference
  • Citation Guide
  • For Developers
  • GitHub
  • X
Ctrl+K

Section Navigation

  • nemos.glm.GLM
    • nemos.glm.GLM.inverse_link_function
    • nemos.glm.GLM.observation_model
    • nemos.glm.GLM.regularizer
    • nemos.glm.GLM.regularizer_strength
    • nemos.glm.GLM.solver
    • nemos.glm.GLM.solver_init_state
    • nemos.glm.GLM.solver_kwargs
    • nemos.glm.GLM.solver_name
    • nemos.glm.GLM.solver_run
    • nemos.glm.GLM.solver_update
    • nemos.glm.GLM.__init__
    • nemos.glm.GLM.compute_loss
    • nemos.glm.GLM.fit
    • nemos.glm.GLM.get_metadata_routing
    • nemos.glm.GLM.get_params
    • nemos.glm.GLM.initialize_params
    • nemos.glm.GLM.initialize_solver_and_state
    • nemos.glm.GLM.predict
    • nemos.glm.GLM.save_params
    • nemos.glm.GLM.score
    • nemos.glm.GLM.set_fit_request
    • nemos.glm.GLM.set_params
    • nemos.glm.GLM.set_score_request
    • nemos.glm.GLM.simulate
    • nemos.glm.GLM.update
  • nemos.glm.ClassifierGLM
    • nemos.glm.ClassifierGLM.classes_
    • nemos.glm.ClassifierGLM.inverse_link_function
    • nemos.glm.ClassifierGLM.n_classes
    • nemos.glm.ClassifierGLM.observation_model
    • nemos.glm.ClassifierGLM.regularizer
    • nemos.glm.ClassifierGLM.regularizer_strength
    • nemos.glm.ClassifierGLM.solver
    • nemos.glm.ClassifierGLM.solver_init_state
    • nemos.glm.ClassifierGLM.solver_kwargs
    • nemos.glm.ClassifierGLM.solver_name
    • nemos.glm.ClassifierGLM.solver_run
    • nemos.glm.ClassifierGLM.solver_update
    • nemos.glm.ClassifierGLM.__init__
    • nemos.glm.ClassifierGLM.compute_loss
    • nemos.glm.ClassifierGLM.fit
    • nemos.glm.ClassifierGLM.get_metadata_routing
    • nemos.glm.ClassifierGLM.get_params
    • nemos.glm.ClassifierGLM.initialize_params
    • nemos.glm.ClassifierGLM.initialize_solver_and_state
    • nemos.glm.ClassifierGLM.predict
    • nemos.glm.ClassifierGLM.predict_proba
    • nemos.glm.ClassifierGLM.save_params
    • nemos.glm.ClassifierGLM.score
    • nemos.glm.ClassifierGLM.set_classes
    • nemos.glm.ClassifierGLM.set_fit_request
    • nemos.glm.ClassifierGLM.set_params
    • nemos.glm.ClassifierGLM.set_predict_proba_request
    • nemos.glm.ClassifierGLM.set_score_request
    • nemos.glm.ClassifierGLM.simulate
    • nemos.glm.ClassifierGLM.update
  • nemos.glm.PopulationGLM
    • nemos.glm.PopulationGLM.feature_mask
    • nemos.glm.PopulationGLM.inverse_link_function
    • nemos.glm.PopulationGLM.observation_model
    • nemos.glm.PopulationGLM.regularizer
    • nemos.glm.PopulationGLM.regularizer_strength
    • nemos.glm.PopulationGLM.solver
    • nemos.glm.PopulationGLM.solver_init_state
    • nemos.glm.PopulationGLM.solver_kwargs
    • nemos.glm.PopulationGLM.solver_name
    • nemos.glm.PopulationGLM.solver_run
    • nemos.glm.PopulationGLM.solver_update
    • nemos.glm.PopulationGLM.__init__
    • nemos.glm.PopulationGLM.compute_loss
    • nemos.glm.PopulationGLM.fit
    • nemos.glm.PopulationGLM.get_metadata_routing
    • nemos.glm.PopulationGLM.get_params
    • nemos.glm.PopulationGLM.initialize_params
    • nemos.glm.PopulationGLM.initialize_solver_and_state
    • nemos.glm.PopulationGLM.predict
    • nemos.glm.PopulationGLM.save_params
    • nemos.glm.PopulationGLM.score
    • nemos.glm.PopulationGLM.set_fit_request
    • nemos.glm.PopulationGLM.set_params
    • nemos.glm.PopulationGLM.set_score_request
    • nemos.glm.PopulationGLM.simulate
    • nemos.glm.PopulationGLM.update
  • nemos.glm.ClassifierPopulationGLM
    • nemos.glm.ClassifierPopulationGLM.classes_
    • nemos.glm.ClassifierPopulationGLM.feature_mask
    • nemos.glm.ClassifierPopulationGLM.inverse_link_function
    • nemos.glm.ClassifierPopulationGLM.n_classes
    • nemos.glm.ClassifierPopulationGLM.observation_model
    • nemos.glm.ClassifierPopulationGLM.regularizer
    • nemos.glm.ClassifierPopulationGLM.regularizer_strength
    • nemos.glm.ClassifierPopulationGLM.solver
    • nemos.glm.ClassifierPopulationGLM.solver_init_state
    • nemos.glm.ClassifierPopulationGLM.solver_kwargs
    • nemos.glm.ClassifierPopulationGLM.solver_name
    • nemos.glm.ClassifierPopulationGLM.solver_run
    • nemos.glm.ClassifierPopulationGLM.solver_update
    • nemos.glm.ClassifierPopulationGLM.__init__
    • nemos.glm.ClassifierPopulationGLM.compute_loss
    • nemos.glm.ClassifierPopulationGLM.fit
    • nemos.glm.ClassifierPopulationGLM.get_metadata_routing
    • nemos.glm.ClassifierPopulationGLM.get_params
    • nemos.glm.ClassifierPopulationGLM.initialize_params
    • nemos.glm.ClassifierPopulationGLM.initialize_solver_and_state
    • nemos.glm.ClassifierPopulationGLM.predict
    • nemos.glm.ClassifierPopulationGLM.predict_proba
    • nemos.glm.ClassifierPopulationGLM.save_params
    • nemos.glm.ClassifierPopulationGLM.score
    • nemos.glm.ClassifierPopulationGLM.set_classes
    • nemos.glm.ClassifierPopulationGLM.set_fit_request
    • nemos.glm.ClassifierPopulationGLM.set_params
    • nemos.glm.ClassifierPopulationGLM.set_predict_proba_request
    • nemos.glm.ClassifierPopulationGLM.set_score_request
    • nemos.glm.ClassifierPopulationGLM.simulate
    • nemos.glm.ClassifierPopulationGLM.update
  • nemos.io.load_model
  • nemos.io.inspect_npz
  • nemos.basis._basis.Basis
    • nemos.basis._basis.Basis.n_basis_funcs
    • nemos.basis._basis.Basis.__init__
    • nemos.basis._basis.Basis.compute_features
    • nemos.basis._basis.Basis.evaluate
    • nemos.basis._basis.Basis.evaluate_on_grid
    • nemos.basis._basis.Basis.get_metadata_routing
    • nemos.basis._basis.Basis.get_params
    • nemos.basis._basis.Basis.set_input_shape
    • nemos.basis._basis.Basis.set_params
    • nemos.basis._basis.Basis.setup_basis
    • nemos.basis._basis.Basis.to_transformer
  • nemos.basis._spline_basis.SplineBasis
    • nemos.basis._spline_basis.SplineBasis.input_shape
    • nemos.basis._spline_basis.SplineBasis.is_complex
    • nemos.basis._spline_basis.SplineBasis.label
    • nemos.basis._spline_basis.SplineBasis.n_basis_funcs
    • nemos.basis._spline_basis.SplineBasis.n_output_features
    • nemos.basis._spline_basis.SplineBasis.order
    • nemos.basis._spline_basis.SplineBasis.__init__
    • nemos.basis._spline_basis.SplineBasis.compute_features
    • nemos.basis._spline_basis.SplineBasis.evaluate
    • nemos.basis._spline_basis.SplineBasis.evaluate_on_grid
    • nemos.basis._spline_basis.SplineBasis.get_metadata_routing
    • nemos.basis._spline_basis.SplineBasis.get_params
    • nemos.basis._spline_basis.SplineBasis.set_input_shape
    • nemos.basis._spline_basis.SplineBasis.set_params
    • nemos.basis._spline_basis.SplineBasis.setup_basis
    • nemos.basis._spline_basis.SplineBasis.split_by_feature
    • nemos.basis._spline_basis.SplineBasis.to_transformer
  • nemos.basis.MSplineConv
    • nemos.basis.MSplineConv.conv_kwargs
    • nemos.basis.MSplineConv.input_shape
    • nemos.basis.MSplineConv.is_complex
    • nemos.basis.MSplineConv.label
    • nemos.basis.MSplineConv.n_basis_funcs
    • nemos.basis.MSplineConv.n_output_features
    • nemos.basis.MSplineConv.order
    • nemos.basis.MSplineConv.window_size
    • nemos.basis.MSplineConv.__init__
    • nemos.basis.MSplineConv.compute_features
    • nemos.basis.MSplineConv.evaluate
    • nemos.basis.MSplineConv.evaluate_on_grid
    • nemos.basis.MSplineConv.get_metadata_routing
    • nemos.basis.MSplineConv.get_params
    • nemos.basis.MSplineConv.set_input_shape
    • nemos.basis.MSplineConv.set_params
    • nemos.basis.MSplineConv.setup_basis
    • nemos.basis.MSplineConv.split_by_feature
    • nemos.basis.MSplineConv.to_transformer
  • nemos.basis.BSplineConv
    • nemos.basis.BSplineConv.conv_kwargs
    • nemos.basis.BSplineConv.input_shape
    • nemos.basis.BSplineConv.is_complex
    • nemos.basis.BSplineConv.label
    • nemos.basis.BSplineConv.n_basis_funcs
    • nemos.basis.BSplineConv.n_output_features
    • nemos.basis.BSplineConv.order
    • nemos.basis.BSplineConv.window_size
    • nemos.basis.BSplineConv.__init__
    • nemos.basis.BSplineConv.compute_features
    • nemos.basis.BSplineConv.evaluate
    • nemos.basis.BSplineConv.evaluate_on_grid
    • nemos.basis.BSplineConv.get_metadata_routing
    • nemos.basis.BSplineConv.get_params
    • nemos.basis.BSplineConv.set_input_shape
    • nemos.basis.BSplineConv.set_params
    • nemos.basis.BSplineConv.setup_basis
    • nemos.basis.BSplineConv.split_by_feature
    • nemos.basis.BSplineConv.to_transformer
  • nemos.basis.CyclicBSplineConv
    • nemos.basis.CyclicBSplineConv.conv_kwargs
    • nemos.basis.CyclicBSplineConv.input_shape
    • nemos.basis.CyclicBSplineConv.is_complex
    • nemos.basis.CyclicBSplineConv.label
    • nemos.basis.CyclicBSplineConv.n_basis_funcs
    • nemos.basis.CyclicBSplineConv.n_output_features
    • nemos.basis.CyclicBSplineConv.order
    • nemos.basis.CyclicBSplineConv.window_size
    • nemos.basis.CyclicBSplineConv.__init__
    • nemos.basis.CyclicBSplineConv.compute_features
    • nemos.basis.CyclicBSplineConv.evaluate
    • nemos.basis.CyclicBSplineConv.evaluate_on_grid
    • nemos.basis.CyclicBSplineConv.get_metadata_routing
    • nemos.basis.CyclicBSplineConv.get_params
    • nemos.basis.CyclicBSplineConv.set_input_shape
    • nemos.basis.CyclicBSplineConv.set_params
    • nemos.basis.CyclicBSplineConv.setup_basis
    • nemos.basis.CyclicBSplineConv.split_by_feature
    • nemos.basis.CyclicBSplineConv.to_transformer
  • nemos.basis.RaisedCosineLinearConv
    • nemos.basis.RaisedCosineLinearConv.conv_kwargs
    • nemos.basis.RaisedCosineLinearConv.input_shape
    • nemos.basis.RaisedCosineLinearConv.is_complex
    • nemos.basis.RaisedCosineLinearConv.label
    • nemos.basis.RaisedCosineLinearConv.n_basis_funcs
    • nemos.basis.RaisedCosineLinearConv.n_output_features
    • nemos.basis.RaisedCosineLinearConv.width
    • nemos.basis.RaisedCosineLinearConv.window_size
    • nemos.basis.RaisedCosineLinearConv.__init__
    • nemos.basis.RaisedCosineLinearConv.compute_features
    • nemos.basis.RaisedCosineLinearConv.evaluate
    • nemos.basis.RaisedCosineLinearConv.evaluate_on_grid
    • nemos.basis.RaisedCosineLinearConv.get_metadata_routing
    • nemos.basis.RaisedCosineLinearConv.get_params
    • nemos.basis.RaisedCosineLinearConv.set_input_shape
    • nemos.basis.RaisedCosineLinearConv.set_params
    • nemos.basis.RaisedCosineLinearConv.setup_basis
    • nemos.basis.RaisedCosineLinearConv.split_by_feature
    • nemos.basis.RaisedCosineLinearConv.to_transformer
  • nemos.basis.RaisedCosineLogConv
    • nemos.basis.RaisedCosineLogConv.conv_kwargs
    • nemos.basis.RaisedCosineLogConv.input_shape
    • nemos.basis.RaisedCosineLogConv.is_complex
    • nemos.basis.RaisedCosineLogConv.label
    • nemos.basis.RaisedCosineLogConv.n_basis_funcs
    • nemos.basis.RaisedCosineLogConv.n_output_features
    • nemos.basis.RaisedCosineLogConv.time_scaling
    • nemos.basis.RaisedCosineLogConv.width
    • nemos.basis.RaisedCosineLogConv.window_size
    • nemos.basis.RaisedCosineLogConv.__init__
    • nemos.basis.RaisedCosineLogConv.compute_features
    • nemos.basis.RaisedCosineLogConv.evaluate
    • nemos.basis.RaisedCosineLogConv.evaluate_on_grid
    • nemos.basis.RaisedCosineLogConv.get_metadata_routing
    • nemos.basis.RaisedCosineLogConv.get_params
    • nemos.basis.RaisedCosineLogConv.set_input_shape
    • nemos.basis.RaisedCosineLogConv.set_params
    • nemos.basis.RaisedCosineLogConv.setup_basis
    • nemos.basis.RaisedCosineLogConv.split_by_feature
    • nemos.basis.RaisedCosineLogConv.to_transformer
  • nemos.basis.OrthExponentialConv
    • nemos.basis.OrthExponentialConv.conv_kwargs
    • nemos.basis.OrthExponentialConv.decay_rates
    • nemos.basis.OrthExponentialConv.input_shape
    • nemos.basis.OrthExponentialConv.is_complex
    • nemos.basis.OrthExponentialConv.label
    • nemos.basis.OrthExponentialConv.n_basis_funcs
    • nemos.basis.OrthExponentialConv.n_output_features
    • nemos.basis.OrthExponentialConv.window_size
    • nemos.basis.OrthExponentialConv.__init__
    • nemos.basis.OrthExponentialConv.compute_features
    • nemos.basis.OrthExponentialConv.evaluate
    • nemos.basis.OrthExponentialConv.evaluate_on_grid
    • nemos.basis.OrthExponentialConv.get_metadata_routing
    • nemos.basis.OrthExponentialConv.get_params
    • nemos.basis.OrthExponentialConv.set_input_shape
    • nemos.basis.OrthExponentialConv.set_params
    • nemos.basis.OrthExponentialConv.setup_basis
    • nemos.basis.OrthExponentialConv.split_by_feature
    • nemos.basis.OrthExponentialConv.to_transformer
  • nemos.basis.HistoryConv
    • nemos.basis.HistoryConv.conv_kwargs
    • nemos.basis.HistoryConv.input_shape
    • nemos.basis.HistoryConv.is_complex
    • nemos.basis.HistoryConv.label
    • nemos.basis.HistoryConv.n_basis_funcs
    • nemos.basis.HistoryConv.n_output_features
    • nemos.basis.HistoryConv.window_size
    • nemos.basis.HistoryConv.__init__
    • nemos.basis.HistoryConv.compute_features
    • nemos.basis.HistoryConv.evaluate
    • nemos.basis.HistoryConv.evaluate_on_grid
    • nemos.basis.HistoryConv.get_metadata_routing
    • nemos.basis.HistoryConv.get_params
    • nemos.basis.HistoryConv.set_input_shape
    • nemos.basis.HistoryConv.set_params
    • nemos.basis.HistoryConv.setup_basis
    • nemos.basis.HistoryConv.split_by_feature
    • nemos.basis.HistoryConv.to_transformer
  • nemos.basis.MSplineEval
    • nemos.basis.MSplineEval.bounds
    • nemos.basis.MSplineEval.input_shape
    • nemos.basis.MSplineEval.is_complex
    • nemos.basis.MSplineEval.label
    • nemos.basis.MSplineEval.n_basis_funcs
    • nemos.basis.MSplineEval.n_output_features
    • nemos.basis.MSplineEval.order
    • nemos.basis.MSplineEval.__init__
    • nemos.basis.MSplineEval.compute_features
    • nemos.basis.MSplineEval.evaluate
    • nemos.basis.MSplineEval.evaluate_on_grid
    • nemos.basis.MSplineEval.get_metadata_routing
    • nemos.basis.MSplineEval.get_params
    • nemos.basis.MSplineEval.set_input_shape
    • nemos.basis.MSplineEval.set_params
    • nemos.basis.MSplineEval.setup_basis
    • nemos.basis.MSplineEval.split_by_feature
    • nemos.basis.MSplineEval.to_transformer
  • nemos.basis.BSplineEval
    • nemos.basis.BSplineEval.bounds
    • nemos.basis.BSplineEval.input_shape
    • nemos.basis.BSplineEval.is_complex
    • nemos.basis.BSplineEval.label
    • nemos.basis.BSplineEval.n_basis_funcs
    • nemos.basis.BSplineEval.n_output_features
    • nemos.basis.BSplineEval.order
    • nemos.basis.BSplineEval.__init__
    • nemos.basis.BSplineEval.compute_features
    • nemos.basis.BSplineEval.evaluate
    • nemos.basis.BSplineEval.evaluate_on_grid
    • nemos.basis.BSplineEval.get_metadata_routing
    • nemos.basis.BSplineEval.get_params
    • nemos.basis.BSplineEval.set_input_shape
    • nemos.basis.BSplineEval.set_params
    • nemos.basis.BSplineEval.setup_basis
    • nemos.basis.BSplineEval.split_by_feature
    • nemos.basis.BSplineEval.to_transformer
  • nemos.basis.CyclicBSplineEval
    • nemos.basis.CyclicBSplineEval.bounds
    • nemos.basis.CyclicBSplineEval.input_shape
    • nemos.basis.CyclicBSplineEval.is_complex
    • nemos.basis.CyclicBSplineEval.label
    • nemos.basis.CyclicBSplineEval.n_basis_funcs
    • nemos.basis.CyclicBSplineEval.n_output_features
    • nemos.basis.CyclicBSplineEval.order
    • nemos.basis.CyclicBSplineEval.__init__
    • nemos.basis.CyclicBSplineEval.compute_features
    • nemos.basis.CyclicBSplineEval.evaluate
    • nemos.basis.CyclicBSplineEval.evaluate_on_grid
    • nemos.basis.CyclicBSplineEval.get_metadata_routing
    • nemos.basis.CyclicBSplineEval.get_params
    • nemos.basis.CyclicBSplineEval.set_input_shape
    • nemos.basis.CyclicBSplineEval.set_params
    • nemos.basis.CyclicBSplineEval.setup_basis
    • nemos.basis.CyclicBSplineEval.split_by_feature
    • nemos.basis.CyclicBSplineEval.to_transformer
  • nemos.basis.RaisedCosineLinearEval
    • nemos.basis.RaisedCosineLinearEval.bounds
    • nemos.basis.RaisedCosineLinearEval.input_shape
    • nemos.basis.RaisedCosineLinearEval.is_complex
    • nemos.basis.RaisedCosineLinearEval.label
    • nemos.basis.RaisedCosineLinearEval.n_basis_funcs
    • nemos.basis.RaisedCosineLinearEval.n_output_features
    • nemos.basis.RaisedCosineLinearEval.width
    • nemos.basis.RaisedCosineLinearEval.__init__
    • nemos.basis.RaisedCosineLinearEval.compute_features
    • nemos.basis.RaisedCosineLinearEval.evaluate
    • nemos.basis.RaisedCosineLinearEval.evaluate_on_grid
    • nemos.basis.RaisedCosineLinearEval.get_metadata_routing
    • nemos.basis.RaisedCosineLinearEval.get_params
    • nemos.basis.RaisedCosineLinearEval.set_input_shape
    • nemos.basis.RaisedCosineLinearEval.set_params
    • nemos.basis.RaisedCosineLinearEval.setup_basis
    • nemos.basis.RaisedCosineLinearEval.split_by_feature
    • nemos.basis.RaisedCosineLinearEval.to_transformer
  • nemos.basis.RaisedCosineLogEval
    • nemos.basis.RaisedCosineLogEval.bounds
    • nemos.basis.RaisedCosineLogEval.input_shape
    • nemos.basis.RaisedCosineLogEval.is_complex
    • nemos.basis.RaisedCosineLogEval.label
    • nemos.basis.RaisedCosineLogEval.n_basis_funcs
    • nemos.basis.RaisedCosineLogEval.n_output_features
    • nemos.basis.RaisedCosineLogEval.time_scaling
    • nemos.basis.RaisedCosineLogEval.width
    • nemos.basis.RaisedCosineLogEval.__init__
    • nemos.basis.RaisedCosineLogEval.compute_features
    • nemos.basis.RaisedCosineLogEval.evaluate
    • nemos.basis.RaisedCosineLogEval.evaluate_on_grid
    • nemos.basis.RaisedCosineLogEval.get_metadata_routing
    • nemos.basis.RaisedCosineLogEval.get_params
    • nemos.basis.RaisedCosineLogEval.set_input_shape
    • nemos.basis.RaisedCosineLogEval.set_params
    • nemos.basis.RaisedCosineLogEval.setup_basis
    • nemos.basis.RaisedCosineLogEval.split_by_feature
    • nemos.basis.RaisedCosineLogEval.to_transformer
  • nemos.basis.FourierEval
    • nemos.basis.FourierEval.bounds
    • nemos.basis.FourierEval.frequencies
    • nemos.basis.FourierEval.frequency_mask
    • nemos.basis.FourierEval.input_shape
    • nemos.basis.FourierEval.is_complex
    • nemos.basis.FourierEval.label
    • nemos.basis.FourierEval.masked_frequencies
    • nemos.basis.FourierEval.n_basis_funcs
    • nemos.basis.FourierEval.n_output_features
    • nemos.basis.FourierEval.ndim
    • nemos.basis.FourierEval.__init__
    • nemos.basis.FourierEval.compute_features
    • nemos.basis.FourierEval.evaluate
    • nemos.basis.FourierEval.evaluate_on_grid
    • nemos.basis.FourierEval.get_metadata_routing
    • nemos.basis.FourierEval.get_params
    • nemos.basis.FourierEval.set_input_shape
    • nemos.basis.FourierEval.set_params
    • nemos.basis.FourierEval.setup_basis
    • nemos.basis.FourierEval.split_by_feature
    • nemos.basis.FourierEval.to_transformer
  • nemos.basis.OrthExponentialEval
    • nemos.basis.OrthExponentialEval.bounds
    • nemos.basis.OrthExponentialEval.decay_rates
    • nemos.basis.OrthExponentialEval.input_shape
    • nemos.basis.OrthExponentialEval.is_complex
    • nemos.basis.OrthExponentialEval.label
    • nemos.basis.OrthExponentialEval.n_basis_funcs
    • nemos.basis.OrthExponentialEval.n_output_features
    • nemos.basis.OrthExponentialEval.__init__
    • nemos.basis.OrthExponentialEval.compute_features
    • nemos.basis.OrthExponentialEval.evaluate
    • nemos.basis.OrthExponentialEval.evaluate_on_grid
    • nemos.basis.OrthExponentialEval.get_metadata_routing
    • nemos.basis.OrthExponentialEval.get_params
    • nemos.basis.OrthExponentialEval.set_input_shape
    • nemos.basis.OrthExponentialEval.set_params
    • nemos.basis.OrthExponentialEval.setup_basis
    • nemos.basis.OrthExponentialEval.split_by_feature
    • nemos.basis.OrthExponentialEval.to_transformer
  • nemos.basis.IdentityEval
    • nemos.basis.IdentityEval.bounds
    • nemos.basis.IdentityEval.input_shape
    • nemos.basis.IdentityEval.is_complex
    • nemos.basis.IdentityEval.label
    • nemos.basis.IdentityEval.n_basis_funcs
    • nemos.basis.IdentityEval.n_output_features
    • nemos.basis.IdentityEval.__init__
    • nemos.basis.IdentityEval.compute_features
    • nemos.basis.IdentityEval.evaluate
    • nemos.basis.IdentityEval.evaluate_on_grid
    • nemos.basis.IdentityEval.get_metadata_routing
    • nemos.basis.IdentityEval.get_params
    • nemos.basis.IdentityEval.set_input_shape
    • nemos.basis.IdentityEval.set_params
    • nemos.basis.IdentityEval.setup_basis
    • nemos.basis.IdentityEval.split_by_feature
    • nemos.basis.IdentityEval.to_transformer
  • nemos.basis.Zero
    • nemos.basis.Zero.bounds
    • nemos.basis.Zero.input_shape
    • nemos.basis.Zero.is_complex
    • nemos.basis.Zero.label
    • nemos.basis.Zero.n_basis_funcs
    • nemos.basis.Zero.n_output_features
    • nemos.basis.Zero.__init__
    • nemos.basis.Zero.compute_features
    • nemos.basis.Zero.evaluate
    • nemos.basis.Zero.evaluate_on_grid
    • nemos.basis.Zero.get_metadata_routing
    • nemos.basis.Zero.get_params
    • nemos.basis.Zero.set_input_shape
    • nemos.basis.Zero.set_params
    • nemos.basis.Zero.setup_basis
    • nemos.basis.Zero.split_by_feature
    • nemos.basis.Zero.to_transformer
  • nemos.basis._basis.AdditiveBasis
    • nemos.basis._basis.AdditiveBasis.basis1
    • nemos.basis._basis.AdditiveBasis.basis2
    • nemos.basis._basis.AdditiveBasis.input_shape
    • nemos.basis._basis.AdditiveBasis.is_complex
    • nemos.basis._basis.AdditiveBasis.label
    • nemos.basis._basis.AdditiveBasis.n_basis_funcs
    • nemos.basis._basis.AdditiveBasis.n_output_features
    • nemos.basis._basis.AdditiveBasis.__init__
    • nemos.basis._basis.AdditiveBasis.compute_features
    • nemos.basis._basis.AdditiveBasis.evaluate
    • nemos.basis._basis.AdditiveBasis.evaluate_on_grid
    • nemos.basis._basis.AdditiveBasis.get_metadata_routing
    • nemos.basis._basis.AdditiveBasis.get_params
    • nemos.basis._basis.AdditiveBasis.set_input_shape
    • nemos.basis._basis.AdditiveBasis.set_params
    • nemos.basis._basis.AdditiveBasis.setup_basis
    • nemos.basis._basis.AdditiveBasis.split_by_feature
    • nemos.basis._basis.AdditiveBasis.to_transformer
    • nemos.basis._basis.AdditiveBasis.update_default_label_id
  • nemos.basis._basis.MultiplicativeBasis
    • nemos.basis._basis.MultiplicativeBasis.basis1
    • nemos.basis._basis.MultiplicativeBasis.basis2
    • nemos.basis._basis.MultiplicativeBasis.input_shape
    • nemos.basis._basis.MultiplicativeBasis.is_complex
    • nemos.basis._basis.MultiplicativeBasis.label
    • nemos.basis._basis.MultiplicativeBasis.n_basis_funcs
    • nemos.basis._basis.MultiplicativeBasis.n_output_features
    • nemos.basis._basis.MultiplicativeBasis.__init__
    • nemos.basis._basis.MultiplicativeBasis.compute_features
    • nemos.basis._basis.MultiplicativeBasis.evaluate
    • nemos.basis._basis.MultiplicativeBasis.evaluate_on_grid
    • nemos.basis._basis.MultiplicativeBasis.get_metadata_routing
    • nemos.basis._basis.MultiplicativeBasis.get_params
    • nemos.basis._basis.MultiplicativeBasis.set_input_shape
    • nemos.basis._basis.MultiplicativeBasis.set_params
    • nemos.basis._basis.MultiplicativeBasis.setup_basis
    • nemos.basis._basis.MultiplicativeBasis.split_by_feature
    • nemos.basis._basis.MultiplicativeBasis.to_transformer
    • nemos.basis._basis.MultiplicativeBasis.update_default_label_id
  • nemos.basis._custom_basis.CustomBasis
    • nemos.basis._custom_basis.CustomBasis.basis_kwargs
    • nemos.basis._custom_basis.CustomBasis.funcs
    • nemos.basis._custom_basis.CustomBasis.input_shape
    • nemos.basis._custom_basis.CustomBasis.is_complex
    • nemos.basis._custom_basis.CustomBasis.label
    • nemos.basis._custom_basis.CustomBasis.n_basis_funcs
    • nemos.basis._custom_basis.CustomBasis.n_output_features
    • nemos.basis._custom_basis.CustomBasis.output_shape
    • nemos.basis._custom_basis.CustomBasis.pynapple_support
    • nemos.basis._custom_basis.CustomBasis.__init__
    • nemos.basis._custom_basis.CustomBasis.compute_features
    • nemos.basis._custom_basis.CustomBasis.evaluate
    • nemos.basis._custom_basis.CustomBasis.get_metadata_routing
    • nemos.basis._custom_basis.CustomBasis.get_params
    • nemos.basis._custom_basis.CustomBasis.set_input_shape
    • nemos.basis._custom_basis.CustomBasis.set_params
    • nemos.basis._custom_basis.CustomBasis.split_by_feature
    • nemos.basis._custom_basis.CustomBasis.to_transformer
  • nemos.basis._transformer_basis.TransformerBasis
    • nemos.basis._transformer_basis.TransformerBasis.basis
    • nemos.basis._transformer_basis.TransformerBasis.__init__
    • nemos.basis._transformer_basis.TransformerBasis.fit
    • nemos.basis._transformer_basis.TransformerBasis.fit_transform
    • nemos.basis._transformer_basis.TransformerBasis.get_params
    • nemos.basis._transformer_basis.TransformerBasis.set_params
    • nemos.basis._transformer_basis.TransformerBasis.transform
  • nemos.observation_models.Observations
    • nemos.observation_models.Observations.default_inverse_link_function
    • nemos.observation_models.Observations.scale
    • nemos.observation_models.Observations.__init__
    • nemos.observation_models.Observations.deviance
    • nemos.observation_models.Observations.estimate_scale
    • nemos.observation_models.Observations.get_metadata_routing
    • nemos.observation_models.Observations.get_params
    • nemos.observation_models.Observations.likelihood
    • nemos.observation_models.Observations.log_likelihood
    • nemos.observation_models.Observations.pseudo_r2
    • nemos.observation_models.Observations.sample_generator
    • nemos.observation_models.Observations.set_params
  • nemos.observation_models.PoissonObservations
    • nemos.observation_models.PoissonObservations.default_inverse_link_function
    • nemos.observation_models.PoissonObservations.scale
    • nemos.observation_models.PoissonObservations.__init__
    • nemos.observation_models.PoissonObservations.deviance
    • nemos.observation_models.PoissonObservations.estimate_scale
    • nemos.observation_models.PoissonObservations.get_metadata_routing
    • nemos.observation_models.PoissonObservations.get_params
    • nemos.observation_models.PoissonObservations.likelihood
    • nemos.observation_models.PoissonObservations.log_likelihood
    • nemos.observation_models.PoissonObservations.pseudo_r2
    • nemos.observation_models.PoissonObservations.sample_generator
    • nemos.observation_models.PoissonObservations.set_params
  • nemos.observation_models.GaussianObservations
    • nemos.observation_models.GaussianObservations.default_inverse_link_function
    • nemos.observation_models.GaussianObservations.scale
    • nemos.observation_models.GaussianObservations.__init__
    • nemos.observation_models.GaussianObservations.deviance
    • nemos.observation_models.GaussianObservations.estimate_scale
    • nemos.observation_models.GaussianObservations.get_metadata_routing
    • nemos.observation_models.GaussianObservations.get_params
    • nemos.observation_models.GaussianObservations.likelihood
    • nemos.observation_models.GaussianObservations.log_likelihood
    • nemos.observation_models.GaussianObservations.pseudo_r2
    • nemos.observation_models.GaussianObservations.sample_generator
    • nemos.observation_models.GaussianObservations.set_params
  • nemos.observation_models.NegativeBinomialObservations
    • nemos.observation_models.NegativeBinomialObservations.default_inverse_link_function
    • nemos.observation_models.NegativeBinomialObservations.scale
    • nemos.observation_models.NegativeBinomialObservations.__init__
    • nemos.observation_models.NegativeBinomialObservations.deviance
    • nemos.observation_models.NegativeBinomialObservations.estimate_scale
    • nemos.observation_models.NegativeBinomialObservations.get_metadata_routing
    • nemos.observation_models.NegativeBinomialObservations.get_params
    • nemos.observation_models.NegativeBinomialObservations.likelihood
    • nemos.observation_models.NegativeBinomialObservations.log_likelihood
    • nemos.observation_models.NegativeBinomialObservations.pseudo_r2
    • nemos.observation_models.NegativeBinomialObservations.sample_generator
    • nemos.observation_models.NegativeBinomialObservations.set_params
  • nemos.observation_models.GammaObservations
    • nemos.observation_models.GammaObservations.default_inverse_link_function
    • nemos.observation_models.GammaObservations.scale
    • nemos.observation_models.GammaObservations.__init__
    • nemos.observation_models.GammaObservations.deviance
    • nemos.observation_models.GammaObservations.estimate_scale
    • nemos.observation_models.GammaObservations.get_metadata_routing
    • nemos.observation_models.GammaObservations.get_params
    • nemos.observation_models.GammaObservations.likelihood
    • nemos.observation_models.GammaObservations.log_likelihood
    • nemos.observation_models.GammaObservations.pseudo_r2
    • nemos.observation_models.GammaObservations.sample_generator
    • nemos.observation_models.GammaObservations.set_params
  • nemos.observation_models.BernoulliObservations
    • nemos.observation_models.BernoulliObservations.default_inverse_link_function
    • nemos.observation_models.BernoulliObservations.scale
    • nemos.observation_models.BernoulliObservations.__init__
    • nemos.observation_models.BernoulliObservations.deviance
    • nemos.observation_models.BernoulliObservations.estimate_scale
    • nemos.observation_models.BernoulliObservations.get_metadata_routing
    • nemos.observation_models.BernoulliObservations.get_params
    • nemos.observation_models.BernoulliObservations.likelihood
    • nemos.observation_models.BernoulliObservations.log_likelihood
    • nemos.observation_models.BernoulliObservations.pseudo_r2
    • nemos.observation_models.BernoulliObservations.sample_generator
    • nemos.observation_models.BernoulliObservations.set_params
  • nemos.observation_models.CategoricalObservations
    • nemos.observation_models.CategoricalObservations.default_inverse_link_function
    • nemos.observation_models.CategoricalObservations.scale
    • nemos.observation_models.CategoricalObservations.__init__
    • nemos.observation_models.CategoricalObservations.deviance
    • nemos.observation_models.CategoricalObservations.estimate_scale
    • nemos.observation_models.CategoricalObservations.get_metadata_routing
    • nemos.observation_models.CategoricalObservations.get_params
    • nemos.observation_models.CategoricalObservations.likelihood
    • nemos.observation_models.CategoricalObservations.log_likelihood
    • nemos.observation_models.CategoricalObservations.pseudo_r2
    • nemos.observation_models.CategoricalObservations.sample_generator
    • nemos.observation_models.CategoricalObservations.set_params
  • nemos.regularizer.Regularizer
    • nemos.regularizer.Regularizer.allowed_solvers
    • nemos.regularizer.Regularizer.default_solver
    • nemos.regularizer.Regularizer.__init__
    • nemos.regularizer.Regularizer.check_solver
    • nemos.regularizer.Regularizer.get_metadata_routing
    • nemos.regularizer.Regularizer.get_params
    • nemos.regularizer.Regularizer.get_proximal_operator
    • nemos.regularizer.Regularizer.penalized_loss
    • nemos.regularizer.Regularizer.set_params
  • nemos.regularizer.UnRegularized
    • nemos.regularizer.UnRegularized.allowed_solvers
    • nemos.regularizer.UnRegularized.default_solver
    • nemos.regularizer.UnRegularized.__init__
    • nemos.regularizer.UnRegularized.check_solver
    • nemos.regularizer.UnRegularized.get_metadata_routing
    • nemos.regularizer.UnRegularized.get_params
    • nemos.regularizer.UnRegularized.get_proximal_operator
    • nemos.regularizer.UnRegularized.penalized_loss
    • nemos.regularizer.UnRegularized.set_params
  • nemos.regularizer.Ridge
    • nemos.regularizer.Ridge.allowed_solvers
    • nemos.regularizer.Ridge.default_solver
    • nemos.regularizer.Ridge.__init__
    • nemos.regularizer.Ridge.check_solver
    • nemos.regularizer.Ridge.get_metadata_routing
    • nemos.regularizer.Ridge.get_params
    • nemos.regularizer.Ridge.get_proximal_operator
    • nemos.regularizer.Ridge.penalized_loss
    • nemos.regularizer.Ridge.set_params
  • nemos.regularizer.Lasso
    • nemos.regularizer.Lasso.allowed_solvers
    • nemos.regularizer.Lasso.default_solver
    • nemos.regularizer.Lasso.__init__
    • nemos.regularizer.Lasso.check_solver
    • nemos.regularizer.Lasso.get_metadata_routing
    • nemos.regularizer.Lasso.get_params
    • nemos.regularizer.Lasso.get_proximal_operator
    • nemos.regularizer.Lasso.penalized_loss
    • nemos.regularizer.Lasso.set_params
  • nemos.regularizer.ElasticNet
    • nemos.regularizer.ElasticNet.allowed_solvers
    • nemos.regularizer.ElasticNet.default_solver
    • nemos.regularizer.ElasticNet.__init__
    • nemos.regularizer.ElasticNet.check_solver
    • nemos.regularizer.ElasticNet.get_metadata_routing
    • nemos.regularizer.ElasticNet.get_params
    • nemos.regularizer.ElasticNet.get_proximal_operator
    • nemos.regularizer.ElasticNet.penalized_loss
    • nemos.regularizer.ElasticNet.set_params
  • nemos.regularizer.GroupLasso
    • nemos.regularizer.GroupLasso.allowed_solvers
    • nemos.regularizer.GroupLasso.default_solver
    • nemos.regularizer.GroupLasso.mask
    • nemos.regularizer.GroupLasso.__init__
    • nemos.regularizer.GroupLasso.check_solver
    • nemos.regularizer.GroupLasso.get_metadata_routing
    • nemos.regularizer.GroupLasso.get_params
    • nemos.regularizer.GroupLasso.get_proximal_operator
    • nemos.regularizer.GroupLasso.initialize_mask
    • nemos.regularizer.GroupLasso.penalized_loss
    • nemos.regularizer.GroupLasso.set_params
  • nemos.simulation.simulate_recurrent
  • nemos.simulation.difference_of_gammas
  • nemos.simulation.regress_filter
  • nemos.convolve.create_convolutional_predictor
  • nemos.solvers.get_solver_documentation
  • nemos.solvers.list_available_solvers
  • nemos.identifiability_constraints.apply_identifiability_constraints
  • nemos.identifiability_constraints.apply_identifiability_constraints_by_basis_component
  • nemos.pytrees.FeaturePytree
    • nemos.pytrees.FeaturePytree.ndim
    • nemos.pytrees.FeaturePytree.shape
    • nemos.pytrees.FeaturePytree.__init__
    • nemos.pytrees.FeaturePytree.clear
    • nemos.pytrees.FeaturePytree.copy
    • nemos.pytrees.FeaturePytree.fromkeys
    • nemos.pytrees.FeaturePytree.get
    • nemos.pytrees.FeaturePytree.items
    • nemos.pytrees.FeaturePytree.keys
    • nemos.pytrees.FeaturePytree.pop
    • nemos.pytrees.FeaturePytree.popitem
    • nemos.pytrees.FeaturePytree.setdefault
    • nemos.pytrees.FeaturePytree.tree_flatten
    • nemos.pytrees.FeaturePytree.tree_unflatten
    • nemos.pytrees.FeaturePytree.update
    • nemos.pytrees.FeaturePytree.values
  • API Reference
  • nemos.basis.OrthExponentialConv
  • nemos.basis.OrthExponentialConv.conv_kwargs

nemos.basis.OrthExponentialConv.conv_kwargs#

property OrthExponentialConv.conv_kwargs#

The convolutional kwargs.

Keyword arguments passed to nemos.convolve.create_convolutional_predictor().

previous

nemos.basis.OrthExponentialConv

next

nemos.basis.OrthExponentialConv.decay_rates
On this page
  • OrthExponentialConv.conv_kwargs

This Page

  • Show Source

© Copyright 2024, nemos authors.
Created using Sphinx and the PyData Theme.

v0.2.6