fab.hme package¶
Subpackages¶
- fab.hme.common package
- fab.hme.learner package
- Subpackages
- fab.hme.learner.init package
- fab.hme.learner.opt package
- Submodules
- fab.hme.learner.bern_gate_mixin module
- fab.hme.learner.bspline_cl_mixin module
- fab.hme.learner.bspline_rg_mixin module
- fab.hme.learner.hme_bern_gate_bspline_cl_learner module
- fab.hme.learner.hme_bern_gate_bspline_rg_learner module
- fab.hme.learner.hme_bern_gate_logit_rg_learner module
- fab.hme.learner.hme_bern_gate_lsqr_rg_learner module
- fab.hme.learner.hme_bern_gate_softmax_cl_learner module
- fab.hme.learner.hme_binary_tree_supervised_learner module
HMEBinaryTreeSupervisedLearner
HMEBinaryTreeSupervisedLearner.binarize_lvprior()
HMEBinaryTreeSupervisedLearner.calc_comp_fisher_coeffs()
HMEBinaryTreeSupervisedLearner.calc_gate_fisher_coeffs()
HMEBinaryTreeSupervisedLearner.calc_loglikelihood_compwise()
HMEBinaryTreeSupervisedLearner.do_post_process()
HMEBinaryTreeSupervisedLearner.finalize()
HMEBinaryTreeSupervisedLearner.init_model()
HMEBinaryTreeSupervisedLearner.is_stop()
HMEBinaryTreeSupervisedLearner.make_hard_gates()
HMEBinaryTreeSupervisedLearner.operate_shrinkage()
HMEBinaryTreeSupervisedLearner.setup_data()
HMEBinaryTreeSupervisedLearner.update_context_fic()
HMEBinaryTreeSupervisedLearner.update_vposterior()
HMEBinaryTreeSupervisedLearner.update_vposterior_plain()
HMEBinaryTreeSupervisedLearner.update_vposterior_projection()
- fab.hme.learner.hme_binary_tree_vposterior module
- fab.hme.learner.hme_context module
- fab.hme.learner.hme_data module
- fab.hme.learner.hme_logit_gate_bspline_cl_learner module
- fab.hme.learner.hme_logit_gate_bspline_rg_learner module
- fab.hme.learner.hme_logit_gate_logit_rg_learner module
- fab.hme.learner.hme_logit_gate_lsqr_rg_learner module
- fab.hme.learner.hme_logit_gate_softmax_cl_learner module
- fab.hme.learner.hme_supervised_learner module
HMESupervisedLearner
HMESupervisedLearner.do_fab_iterations()
HMESupervisedLearner.do_fab_single()
HMESupervisedLearner.do_mstep()
HMESupervisedLearner.do_post_process()
HMESupervisedLearner.finalize()
HMESupervisedLearner.init_model()
HMESupervisedLearner.is_stop()
HMESupervisedLearner.learn()
HMESupervisedLearner.log_stats()
HMESupervisedLearner.operate_shrinkage()
HMESupervisedLearner.opt_comps()
HMESupervisedLearner.opt_lvprior()
HMESupervisedLearner.setup_data()
HMESupervisedLearner.update_context_fic()
HMESupervisedLearner.update_vposterior()
- fab.hme.learner.hme_vposterior module
- fab.hme.learner.logit_gate_mixin module
- fab.hme.learner.logit_rg_mixin module
- fab.hme.learner.lsqr_rg_mixin module
- fab.hme.learner.softmax_cl_mixin module
- Module contents
- Subpackages
- fab.hme.model package
- Submodules
- fab.hme.model.hme_supervised_model module
HMESupervisedModel
HMESupervisedModel.assign_comp()
HMESupervisedModel.calc_comp_loglikelihood()
HMESupervisedModel.calc_decision_function()
HMESupervisedModel.calc_decision_function_compwise()
HMESupervisedModel.calc_loglikelihood()
HMESupervisedModel.calc_loglikelihood_compwise()
HMESupervisedModel.calc_posterior()
HMESupervisedModel.calc_prior_loglikelihood()
HMESupervisedModel.comp_ids
HMESupervisedModel.from_dict()
HMESupervisedModel.num_comps
HMESupervisedModel.predict()
HMESupervisedModel.predict_compwise()
HMESupervisedModel.to_dict()
- Module contents