fab.model package

Subpackages

• fab.model.component package
  • Submodules
  • fab.model.component.bspline_predict_comp module
    • BSplineClComponent
      • BSplineClComponent.calc_loglikelihood()
      • BSplineClComponent.from_dict()
      • BSplineClComponent.parameter_dim
      • BSplineClComponent.predict()
      • BSplineClComponent.to_dict()
    • BSplinePredictionComponent
      • BSplinePredictionComponent.basis_dim
      • BSplinePredictionComponent.calc_basis_func_matrices()
      • BSplinePredictionComponent.calc_decision_function()
      • BSplinePredictionComponent.relevant_feature_mask
    • BSplineRgComponent
      • BSplineRgComponent.calc_loglikelihood()
      • BSplineRgComponent.from_dict()
      • BSplineRgComponent.parameter_dim
      • BSplineRgComponent.predict()
      • BSplineRgComponent.to_dict()
    • calc_bspline_basis_matrices_list()
    • calc_bspline_basis_matrix()
  • fab.model.component.comps_loglikelihood module
    • calc_supervised_comps_loglikelihood()
    • calc_supervised_comps_loglikelihood_targetwise()
  • fab.model.component.fab_comp module
    • FABComponent
      • FABComponent.from_dict()
      • FABComponent.parameter_dim
      • FABComponent.to_dict()
    • SupervisedComponent
      • SupervisedComponent.calc_decision_function()
      • SupervisedComponent.calc_loglikelihood()
      • SupervisedComponent.predict()
    • UnsupervisedComponent
      • UnsupervisedComponent.calc_loglikelihood()
  • fab.model.component.linear_predict_comp module
    • LeastSquaresRgComponent
      • LeastSquaresRgComponent.calc_loglikelihood()
      • LeastSquaresRgComponent.from_dict()
      • LeastSquaresRgComponent.parameter_dim
      • LeastSquaresRgComponent.predict()
      • LeastSquaresRgComponent.to_dict()
    • LinearPredictionComponent
      • LinearPredictionComponent.calc_decision_function()
      • LinearPredictionComponent.relevant_feature_mask
    • LogisticRgComponent
      • LogisticRgComponent.calc_loglikelihood()
      • LogisticRgComponent.from_dict()
      • LogisticRgComponent.parameter_dim
      • LogisticRgComponent.predict()
      • LogisticRgComponent.to_dict()
  • fab.model.component.softmax_cl_comp module
    • SoftmaxClComponent
      • SoftmaxClComponent.calc_decision_function()
      • SoftmaxClComponent.calc_loglikelihood()
      • SoftmaxClComponent.calc_loglikelihood_targetwise()
      • SoftmaxClComponent.from_dict()
      • SoftmaxClComponent.parameter_dim
      • SoftmaxClComponent.predict()
      • SoftmaxClComponent.relevant_feature_mask
      • SoftmaxClComponent.to_dict()
  • Module contents
• fab.model.lvprior package
  • Submodules
  • fab.model.lvprior.hme_bern_gate_lvprior module
    • BernGateFunction
      • BernGateFunction.calc_logprobs_on_branches()
      • BernGateFunction.feature_id
      • BernGateFunction.from_dict()
      • BernGateFunction.parameter_dim
      • BernGateFunction.to_dict()
    • HMEBernGateLVPrior
      • HMEBernGateLVPrior.create_gate_func()
  • fab.model.lvprior.hme_binary_tree_lvprior module
    • BinaryTreeComponentNode
      • BinaryTreeComponentNode.to_dict()
    • BinaryTreeGateNode
      • BinaryTreeGateNode.to_dict()
    • HMEBinaryTreeLVPrior
      • HMEBinaryTreeLVPrior.assign_comp_by_index()
      • HMEBinaryTreeLVPrior.calc_gate_loglikelihood()
      • HMEBinaryTreeLVPrior.calc_loglikelihood()
      • HMEBinaryTreeLVPrior.create_gate_func()
      • HMEBinaryTreeLVPrior.from_dict()
      • HMEBinaryTreeLVPrior.has_no_gates
      • HMEBinaryTreeLVPrior.to_dict()
      • HMEBinaryTreeLVPrior.trace_nodes_from_comp()
      • HMEBinaryTreeLVPrior.traverse_depth_first()
      • HMEBinaryTreeLVPrior.update_tree_attributes()
    • HMEBinaryTreeNode
      • HMEBinaryTreeNode.is_gate_node
      • HMEBinaryTreeNode.is_root_node
      • HMEBinaryTreeNode.to_dict()
    • traverse_binarytree_depth_first()
  • fab.model.lvprior.hme_logit_gate_lvprior module
    • HMELogitGateLVPrior
      • HMELogitGateLVPrior.create_gate_func()
    • LogitGateFunction
      • LogitGateFunction.calc_decision_function()
      • LogitGateFunction.calc_logprobs_on_branches()
      • LogitGateFunction.from_dict()
      • LogitGateFunction.parameter_dim
      • LogitGateFunction.relevant_feature_mask
      • LogitGateFunction.to_dict()
  • fab.model.lvprior.hme_lvprior module
    • GateFunction
      • GateFunction.calc_logprobs_on_branches()
      • GateFunction.from_dict()
      • GateFunction.parameter_dim
      • GateFunction.to_dict()
    • HMELVPrior
      • HMELVPrior.assign_comp_by_index()
      • HMELVPrior.calc_loglikelihood()
      • HMELVPrior.from_dict()
      • HMELVPrior.to_dict()
      • HMELVPrior.update_tree_attributes()
  • Module contents

Module contents