Index A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U | V | W | X A AbstractChainNodeHandler (class in domainlab.compos.pcr.p_chain_handler) AbstractFeatExtractNNBuilderChainNode (class in domainlab.compos.a_nn_builder) AbstractModelBuilderChainNode (class in domainlab.compos.vae.a_model_builder) AbstractTrainer (class in domainlab.algos.trainers.a_trainer) AbstractVAEBuilderChainNode (class in domainlab.compos.vae.a_vae_builder) accept() (domainlab.algos.msels.a_model_sel.AMSel method) (domainlab.algos.msels.c_msel_oracle.MSelOracleVisitor method) (domainlab.algos.observers.a_observer.AObVisitor method) (domainlab.algos.observers.b_obvisitor.ObVisitor method) (domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp method) (domainlab.algos.trainers.train_miro_model_wraper.TrainerMiroModelWraper method) AdaptorReconVAEXYD (class in domainlab.compos.vae.c_vae_adaptor_model_recon) add_args2parser_dial() (in module domainlab.algos.trainers.args_dial) add_args2parser_jigen() (in module domainlab.models.args_jigen) add_args2parser_matchdg() (in module domainlab.algos.trainers.compos.matchdg_args) add_args2parser_miro() (in module domainlab.algos.trainers.args_miro) add_args2parser_vae() (in module domainlab.models.args_vae) add_next_param_from_list() (in module domainlab.utils.hyperparameter_gridsearch) add_references_and_check_constraints() (in module domainlab.utils.hyperparameter_gridsearch) add_shared_params_to_param_grids() (in module domainlab.utils.hyperparameter_gridsearch) addtask2chain() (in module domainlab.tasks.task_mini_vlcs) ADsetMNISTColorRGBSolo (class in domainlab.dsets.a_dset_mnist_color_rgb_solo) after_all() (domainlab.algos.observers.a_observer.AObVisitor method) (domainlab.algos.observers.b_obvisitor.ObVisitor method) (domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp method) (domainlab.algos.observers.c_obvisitor_gen.ObVisitorGen method) after_batch() (domainlab.algos.trainers.a_trainer.AbstractTrainer method) after_epoch() (domainlab.algos.trainers.train_basic.TrainerBasic method) (domainlab.algos.trainers.train_ema.TrainerMA method) agg_from_directory() (in module domainlab.exp_protocol.aggregate_results) agg_main() (in module domainlab.exp_protocol.aggregate_results) agg_results() (in module domainlab.exp_protocol.aggregate_results) AggWriter (class in domainlab.exp.exp_utils) Alex4DeepAll (class in domainlab.compos.nn_zoo.nn_alex) AlexNetBase (class in domainlab.compos.nn_zoo.nn_alex) AlexNetNoLastLayer (class in domainlab.compos.nn_zoo.nn_alex) AlgoBuilderChainNodeGetter (class in domainlab.algos.zoo_algos) AModel (class in domainlab.models.a_model) AModelClassif (class in domainlab.models.a_model_classif) AModelCustom (class in domainlab.models.model_custom) AMSel (class in domainlab.algos.msels.a_model_sel) AObVisitor (class in domainlab.algos.observers.a_observer) apply_dict_to_args() (in module domainlab.arg_parser) AutoGradFunMultiply (class in domainlab.compos.nn_zoo.net_adversarial) AutoGradFunReverseMultiply (class in domainlab.compos.nn_zoo.net_adversarial) B backward() (domainlab.compos.nn_zoo.net_adversarial.AutoGradFunMultiply static method) (domainlab.compos.nn_zoo.net_adversarial.AutoGradFunReverseMultiply static method) base_update() (domainlab.algos.msels.a_model_sel.AMSel method) (domainlab.algos.msels.c_msel_oracle.MSelOracleVisitor method) (domainlab.algos.msels.c_msel_tr_loss.MSelTrLoss method) (domainlab.algos.msels.c_msel_val.MSelValPerf method) before_batch() (domainlab.algos.trainers.a_trainer.AbstractTrainer method) (domainlab.algos.trainers.train_hyper_scheduler.TrainerHyperScheduler method) before_epoch() (domainlab.algos.trainers.train_basic.TrainerBasic method) before_tr() (domainlab.algos.trainers.a_trainer.AbstractTrainer method) (domainlab.algos.trainers.train_basic.TrainerBasic method) (domainlab.algos.trainers.train_hyper_scheduler.TrainerHyperScheduler method) (domainlab.algos.trainers.train_matchdg.TrainerMatchDG method) (domainlab.algos.trainers.train_miro.TrainerMiro method) (domainlab.algos.trainers.train_mldg.TrainerMLDG method) best_te_metric (domainlab.algos.msels.a_model_sel.AMSel property) (domainlab.algos.msels.c_msel_val.MSelValPerf property) best_val_acc (domainlab.algos.msels.a_model_sel.AMSel property) (domainlab.algos.msels.c_msel_val.MSelValPerf property) boxplot() (in module domainlab.utils.generate_benchmark_plots) boxplot_stochastic() (in module domainlab.utils.generate_benchmark_plots) boxplot_systematic() (in module domainlab.utils.generate_benchmark_plots) build_decoder() (domainlab.compos.vae.a_vae_builder.AbstractVAEBuilderChainNode method) (domainlab.compos.vae.c_vae_builder_classif.ChainNodeVAEBuilderClassifCondPrior method) (domainlab.compos.vae.zoo_vae_builders_classif.ChainNodeVAEBuilderClassifCondPriorBase method) (domainlab.compos.vae.zoo_vae_builders_classif_topic.NodeVAEBuilderImgTopic method) build_encoder() (domainlab.compos.vae.a_vae_builder.AbstractVAEBuilderChainNode method) (domainlab.compos.vae.c_vae_builder_classif.ChainNodeVAEBuilderClassifCondPrior method) (domainlab.compos.vae.zoo_vae_builders_classif.ChainNodeVAEBuilderClassifCondPriorBase method) (domainlab.compos.vae.zoo_vae_builders_classif.NodeVAEBuilderArg method) (domainlab.compos.vae.zoo_vae_builders_classif.NodeVAEBuilderImgAlex method) (domainlab.compos.vae.zoo_vae_builders_classif.NodeVAEBuilderImgConvBnPool method) (domainlab.compos.vae.zoo_vae_builders_classif.NodeVAEBuilderUser method) (domainlab.compos.vae.zoo_vae_builders_classif_topic.NodeVAEBuilderImgTopic method) build_external_obj_net_module_feat_extract() (in module domainlab.utils.u_import_net_module) build_param_grid_of_shared_params() (in module domainlab.utils.hyperparameter_gridsearch) C c (domainlab.tasks.utils_task.ImSize property) cal_acc() (domainlab.utils.perf.PerfClassif class method) cal_dict_variance_grads() (domainlab.algos.trainers.train_fishr.TrainerFishr method) cal_feat_layers_ref_model() (domainlab.algos.trainers.train_miro_model_wraper.TrainerMiroModelWraper method) cal_latent() (domainlab.compos.vae.c_vae_adaptor_model_recon.AdaptorReconVAEXYD method) cal_logit_y() (domainlab.models.a_model_classif.AModelClassif method) cal_loss() (domainlab.algos.trainers.train_basic.TrainerBasic method) (domainlab.models.a_model.AModel method) cal_loss_gen_adv() (domainlab.models.a_model_classif.AModelClassif method) cal_mean_across_dict() (domainlab.algos.trainers.train_fishr.TrainerFishr method) cal_metrics() (domainlab.utils.perf_metrics.PerfMetricClassif method) cal_oracle_perf() (domainlab.algos.observers.b_obvisitor.ObVisitor method) cal_p_x_pars_loc_scale() (domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.DecoderConcatLatentFcReshapeConv method) cal_perf_metric() (domainlab.models.a_model_classif.AModelClassif method) cal_power_single_dict() (domainlab.algos.trainers.train_fishr.TrainerFishr method) cal_prior_zd() (domainlab.compos.vae.c_vae_adaptor_model_recon.AdaptorReconVAEXYD method) cal_prior_zy() (domainlab.compos.vae.c_vae_adaptor_model_recon.AdaptorReconVAEXYD method) cal_reg_loss() (domainlab.algos.trainers.a_trainer.AbstractTrainer method) (domainlab.models.a_model.AModel method) cal_reg_loss_over_task_loss_ratio() (domainlab.algos.trainers.a_trainer.AbstractTrainer method) cal_task_loss() (domainlab.models.a_model.AModel method) (domainlab.models.a_model_classif.AModelClassif method) CategoricalHyperparameter (class in domainlab.utils.hyperparameter_sampling) ChainNodeVAEBuilderClassifCondPrior (class in domainlab.compos.vae.c_vae_builder_classif) ChainNodeVAEBuilderClassifCondPriorBase (class in domainlab.compos.vae.zoo_vae_builders_classif) check_constraints() (in module domainlab.utils.hyperparameter_sampling) ClassifDropoutReluLinear (class in domainlab.compos.nn_zoo.net_classif) clean_up() (domainlab.algos.observers.a_observer.AObVisitor method) (domainlab.algos.observers.b_obvisitor.ObVisitor method) (domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp method) (domainlab.exp.exp_main.Exp method) (domainlab.exp.exp_utils.ExpModelPersistVisitor method) clear_features() (domainlab.algos.trainers.train_miro_model_wraper.TrainerMiroModelWraper method) concat_ydx() (domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.DecoderConcatLatentFcReshapeConv method) concat_ytdx() (domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.DecoderConcatLatentFcReshapeConv method) conf_without_args() (domainlab.tasks.a_task.NodeTaskDG method) config() (domainlab.compos.vae.a_model_builder.AbstractModelBuilderChainNode method) config_img() (domainlab.compos.vae.zoo_vae_builders_classif.ChainNodeVAEBuilderClassifCondPriorBase method) confmat_to_file() (domainlab.exp.exp_utils.AggWriter method) (domainlab.exp.exp_utils.ExpProtocolAggWriter method) construct_classifier() (domainlab.compos.vae.c_vae_builder_classif.ChainNodeVAEBuilderClassifCondPrior method) construct_cond_prior() (domainlab.compos.vae.c_vae_builder_classif.ChainNodeVAEBuilderClassifCondPrior method) Conv2d (class in domainlab.compos.nn_zoo.net_gated) convert() (domainlab.compos.pcr.p_chain_handler.Request4Chain method) convert_dict2float() (in module domainlab.exp_protocol.run_experiment) count_domain_class() (domainlab.tasks.b_task_classif.NodeTaskDictClassif method) create_perf_obj() (domainlab.models.a_model_classif.AModelClassif method) create_samples_from_shared_samples() (in module domainlab.utils.hyperparameter_sampling) cross_domain_mmd() (domainlab.algos.trainers.train_coral.TrainerCoral method) D dataset_sanity_check() (domainlab.utils.sanity_check.SanityCheck method) datatype() (domainlab.utils.hyperparameter_sampling.CategoricalHyperparameter method) (domainlab.utils.hyperparameter_sampling.Hyperparameter method) (domainlab.utils.hyperparameter_sampling.ReferenceHyperparameter method) (domainlab.utils.hyperparameter_sampling.SampledHyperparameter method) DecoderConcatLatentFcReshapeConv (class in domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv) DecoderConcatLatentFCReshapeConvGatedConv (class in domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv) decorate_dset() (domainlab.tasks.b_task.NodeTaskDict method) decoratee (domainlab.algos.trainers.a_trainer.AbstractTrainer property) DenseNet (class in domainlab.compos.nn_zoo.nn) dict_domain2imgroot (domainlab.tasks.task_folder.NodeTaskFolder property) dict_net_module_na2arg_na() (domainlab.models.model_custom.AModelCustom method) dim_y (domainlab.models.a_model_classif.AModelClassif property) (domainlab.tasks.a_task_classif.NodeTaskDGClassif property) dist_cosine_agg() (in module domainlab.algos.trainers.compos.matchdg_utils) dist_pairwise_cosine() (in module domainlab.algos.trainers.compos.matchdg_utils) domainlab module domainlab.algos module domainlab.algos.a_algo_builder module domainlab.algos.builder_api_model module domainlab.algos.builder_custom module domainlab.algos.builder_dann module domainlab.algos.builder_diva module domainlab.algos.builder_erm module domainlab.algos.builder_hduva module domainlab.algos.builder_jigen1 module domainlab.algos.msels module domainlab.algos.msels.a_model_sel module domainlab.algos.msels.c_msel_oracle module domainlab.algos.msels.c_msel_tr_loss module domainlab.algos.msels.c_msel_val module domainlab.algos.observers module domainlab.algos.observers.a_observer module domainlab.algos.observers.b_obvisitor module domainlab.algos.observers.c_obvisitor_cleanup module domainlab.algos.observers.c_obvisitor_gen module domainlab.algos.trainers module domainlab.algos.trainers.a_trainer module domainlab.algos.trainers.args_dial module domainlab.algos.trainers.args_miro module domainlab.algos.trainers.compos module domainlab.algos.trainers.compos.matchdg_args module domainlab.algos.trainers.compos.matchdg_match module domainlab.algos.trainers.compos.matchdg_utils module domainlab.algos.trainers.hyper_scheduler module domainlab.algos.trainers.mmd_base module domainlab.algos.trainers.train_basic module domainlab.algos.trainers.train_causIRL module domainlab.algos.trainers.train_coral module domainlab.algos.trainers.train_dial module domainlab.algos.trainers.train_ema module domainlab.algos.trainers.train_fishr module domainlab.algos.trainers.train_hyper_scheduler module domainlab.algos.trainers.train_irm module domainlab.algos.trainers.train_matchdg module domainlab.algos.trainers.train_miro module domainlab.algos.trainers.train_miro_model_wraper module domainlab.algos.trainers.train_miro_utils module domainlab.algos.trainers.train_mldg module domainlab.algos.trainers.zoo_trainer module domainlab.algos.utils module domainlab.algos.zoo_algos module domainlab.arg_parser module domainlab.cli module domainlab.compos module domainlab.compos.a_nn_builder module domainlab.compos.builder_nn_alex module domainlab.compos.builder_nn_conv_bn_relu_2 module domainlab.compos.builder_nn_external_from_file module domainlab.compos.nn_zoo module domainlab.compos.nn_zoo.net_adversarial module domainlab.compos.nn_zoo.net_classif module domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 module domainlab.compos.nn_zoo.net_gated module domainlab.compos.nn_zoo.nn module domainlab.compos.nn_zoo.nn_alex module domainlab.compos.nn_zoo.nn_torchvision module domainlab.compos.pcr module domainlab.compos.pcr.p_chain_handler module domainlab.compos.pcr.request module domainlab.compos.utils_conv_get_flat_dim module domainlab.compos.vae module domainlab.compos.vae.a_model_builder module domainlab.compos.vae.a_vae_builder module domainlab.compos.vae.c_vae_adaptor_model_recon module domainlab.compos.vae.c_vae_builder_classif module domainlab.compos.vae.c_vae_recon module domainlab.compos.vae.compos module domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module domainlab.compos.vae.compos.decoder_cond_prior module domainlab.compos.vae.compos.decoder_losses module domainlab.compos.vae.compos.encoder module domainlab.compos.vae.compos.encoder_dirichlet module domainlab.compos.vae.compos.encoder_domain_topic module domainlab.compos.vae.compos.encoder_domain_topic_img2topic module domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd module domainlab.compos.vae.compos.encoder_xyd_parallel module domainlab.compos.vae.compos.encoder_xydt_elevator module domainlab.compos.vae.compos.encoder_zy module domainlab.compos.vae.utils_request_chain_builder module domainlab.compos.vae.zoo_vae_builders_classif module domainlab.compos.vae.zoo_vae_builders_classif_topic module domainlab.compos.zoo_nn module domainlab.dsets module domainlab.dsets.a_dset_mnist_color_rgb_solo module domainlab.dsets.dset_img_path_list module domainlab.dsets.dset_mnist_color_solo_default module domainlab.dsets.dset_poly_domains_mnist_color_default module domainlab.dsets.dset_subfolder module domainlab.dsets.utils_color_palette module domainlab.dsets.utils_data module domainlab.dsets.utils_wrapdset_patches module domainlab.exp module domainlab.exp.exp_cuda_seed module domainlab.exp.exp_main module domainlab.exp.exp_utils module domainlab.exp_protocol module domainlab.exp_protocol.aggregate_results module domainlab.exp_protocol.run_experiment module domainlab.mk_exp module domainlab.models module domainlab.models.a_model module domainlab.models.a_model_classif module domainlab.models.args_jigen module domainlab.models.args_vae module domainlab.models.interface_vae_xyd module domainlab.models.model_custom module domainlab.models.model_dann module domainlab.models.model_diva module domainlab.models.model_erm module domainlab.models.model_hduva module domainlab.models.model_jigen module domainlab.models.model_vae_xyd_classif module domainlab.tasks module domainlab.tasks.a_task module domainlab.tasks.a_task_classif module domainlab.tasks.b_task module domainlab.tasks.b_task_classif module domainlab.tasks.task_dset module domainlab.tasks.task_folder module domainlab.tasks.task_folder_mk module domainlab.tasks.task_mini_vlcs module domainlab.tasks.task_mnist_color module domainlab.tasks.task_pathlist module domainlab.tasks.task_utils module domainlab.tasks.utils_task module domainlab.tasks.utils_task_dset module domainlab.tasks.zoo_tasks module domainlab.utils module domainlab.utils.flows_gen_img_model module domainlab.utils.generate_benchmark_plots module domainlab.utils.get_git_tag module domainlab.utils.hyperparameter_gridsearch module domainlab.utils.hyperparameter_retrieval module domainlab.utils.hyperparameter_sampling module domainlab.utils.logger module domainlab.utils.override_interface module domainlab.utils.perf module domainlab.utils.perf_metrics module domainlab.utils.sanity_check module domainlab.utils.test_img module domainlab.utils.u_import module domainlab.utils.u_import_net_module module domainlab.utils.utils_class module domainlab.utils.utils_classif module domainlab.utils.utils_cuda module domainlab.utils.utils_img_sav module domainlab_cli() (in module domainlab.cli) dset_decoration_args_algo() (domainlab.algos.trainers.a_trainer.AbstractTrainer method) (domainlab.algos.trainers.train_matchdg.TrainerMatchDG method) (domainlab.models.a_model.AModel method) DsetClassVecDecorator (class in domainlab.tasks.utils_task) DsetClassVecDecoratorImgPath (class in domainlab.tasks.utils_task) DsetDomainVecDecorator (class in domainlab.tasks.utils_task) DsetDomainVecDecoratorImgPath (class in domainlab.tasks.utils_task) DsetImPathList (class in domainlab.dsets.dset_img_path_list) DsetIndDecorator4XYD (class in domainlab.tasks.utils_task_dset) DsetInMemDecorator (class in domainlab.dsets.utils_data) DsetMNISTColorMix (class in domainlab.dsets.dset_poly_domains_mnist_color_default) DsetMNISTColorMixNoDomainLabel (class in domainlab.dsets.dset_poly_domains_mnist_color_default) DsetMNISTColorSoloDefault (class in domainlab.dsets.dset_mnist_color_solo_default) DsetSubFolder (class in domainlab.dsets.dset_subfolder) DsetZip (class in domainlab.tasks.utils_task_dset) DummyBusiness (class in domainlab.compos.pcr.p_chain_handler) DummyChainNodeHandlerBeaver (class in domainlab.compos.pcr.p_chain_handler) DummyChainNodeHandlerLazy (class in domainlab.compos.pcr.p_chain_handler) dump_prediction() (domainlab.algos.observers.b_obvisitor.ObVisitor method) E early_stop() (domainlab.algos.msels.a_model_sel.AMSel method) (domainlab.algos.msels.c_msel_oracle.MSelOracleVisitor method) (domainlab.algos.msels.c_msel_tr_loss.MSelTrLoss method) EncoderConnectLastFeatLayer2Z (class in domainlab.compos.vae.compos.encoder_zy) EncoderH2Dirichlet (class in domainlab.compos.vae.compos.encoder_dirichlet) EncoderImg2TopicDirZd (class in domainlab.compos.vae.compos.encoder_domain_topic) EncoderImg2TopicDistri (class in domainlab.compos.vae.compos.encoder_domain_topic_img2topic) EncoderSandwichTopicImg2Zd (class in domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd) evaluate() (domainlab.models.a_model_classif.AModelClassif method) execute() (domainlab.exp.exp_main.Exp method) Exp (class in domainlab.exp.exp_main) ExpModelPersistVisitor (class in domainlab.exp.exp_utils) ExpProtocolAggWriter (class in domainlab.exp.exp_utils) extend() (domainlab.algos.a_algo_builder.NodeAlgoBuilder method) (domainlab.algos.trainers.a_trainer.AbstractTrainer method) (domainlab.models.a_model.AModel method) (domainlab.models.a_model_classif.AModelClassif method) extensions (domainlab.tasks.task_folder.NodeTaskFolder property) extract_intermediate_features() (domainlab.algos.trainers.train_miro_model_wraper.TrainerMiroModelWraper method) extract_semantic_feat() (domainlab.models.a_model.AModel method) (domainlab.models.a_model_classif.AModelClassif method) (domainlab.models.model_vae_xyd_classif.VAEXYDClassif method) F FeatExtractNNBuilderChainNodeGetter (class in domainlab.compos.zoo_nn) fetch_img_paths() (in module domainlab.dsets.dset_subfolder) fetch_net() (domainlab.compos.nn_zoo.nn_alex.AlexNetBase method) (domainlab.compos.nn_zoo.nn_torchvision.NetTorchVisionBase method) first_line() (domainlab.exp.exp_utils.AggWriter method) Flatten (class in domainlab.compos.nn_zoo.net_adversarial) FlowGenImgs (class in domainlab.utils.flows_gen_img_model) forward() (domainlab.algos.trainers.train_miro_utils.MeanEncoder method) (domainlab.algos.trainers.train_miro_utils.VarianceEncoder method) (domainlab.compos.nn_zoo.net_adversarial.AutoGradFunMultiply static method) (domainlab.compos.nn_zoo.net_adversarial.AutoGradFunReverseMultiply static method) (domainlab.compos.nn_zoo.net_adversarial.Flatten method) (domainlab.compos.nn_zoo.net_classif.ClassifDropoutReluLinear method) (domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2.NetConvBnReluPool2L method) (domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2.NetConvDense method) (domainlab.compos.nn_zoo.net_gated.Conv2d method) (domainlab.compos.nn_zoo.net_gated.GatedConv2d method) (domainlab.compos.nn_zoo.net_gated.GatedDense method) (domainlab.compos.nn_zoo.nn.DenseNet method) (domainlab.compos.nn_zoo.nn.LayerId method) (domainlab.compos.nn_zoo.nn_torchvision.NetTorchVisionBase method) (domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.DecoderConcatLatentFcReshapeConv method) (domainlab.compos.vae.compos.decoder_cond_prior.LSCondPriorLinearBnReluLinearSoftPlus method) (domainlab.compos.vae.compos.encoder.LSEncoderConvBnReluPool method) (domainlab.compos.vae.compos.encoder.LSEncoderLinear method) (domainlab.compos.vae.compos.encoder_dirichlet.EncoderH2Dirichlet method) (domainlab.compos.vae.compos.encoder_domain_topic.EncoderImg2TopicDirZd method) (domainlab.compos.vae.compos.encoder_domain_topic_img2topic.EncoderImg2TopicDistri method) (domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd.EncoderSandwichTopicImg2Zd method) (domainlab.compos.vae.compos.encoder_xyd_parallel.XYDEncoderParallel method) (domainlab.compos.vae.compos.encoder_xydt_elevator.XYDTEncoderElevator method) (domainlab.compos.vae.compos.encoder_zy.EncoderConnectLastFeatLayer2Z method) (domainlab.models.a_model.AModel method) fun_class_local_na2vec_new() (domainlab.tasks.utils_task.DsetClassVecDecorator method) fun_gen() (in module domainlab.utils.flows_gen_img_model) fun_img_path_loader_default() (in module domainlab.dsets.utils_data) fun_tensor_normalize() (in module domainlab.algos.trainers.compos.matchdg_utils) G g_list_model_penalized_reg_agg() (in module domainlab) GatedConv2d (class in domainlab.compos.nn_zoo.net_gated) GatedDense (class in domainlab.compos.nn_zoo.net_gated) gaussian_kernel() (domainlab.algos.trainers.mmd_base.TrainerMMDBase method) (domainlab.algos.trainers.train_causIRL.TrainerCausalIRL method) gen_adversarial() (domainlab.algos.trainers.train_dial.TrainerDIAL method) gen_benchmark_plots() (in module domainlab.utils.generate_benchmark_plots) gen_fun_acc() (domainlab.utils.perf.PerfClassif class method) gen_img_loader() (domainlab.utils.flows_gen_img_model.FlowGenImgs method) gen_img_xyd() (domainlab.utils.flows_gen_img_model.FlowGenImgs method) gen_plots() (in module domainlab.utils.generate_benchmark_plots) get_background_color() (domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo method) (domainlab.dsets.dset_mnist_color_solo_default.DsetMNISTColorSoloDefault method) get_base_domain_size4match_dg() (in module domainlab.algos.trainers.compos.matchdg_utils) get_cols() (domainlab.exp.exp_utils.AggWriter method) (domainlab.exp.exp_utils.ExpProtocolAggWriter method) get_device() (in module domainlab.utils.utils_cuda) get_dset_by_domain() (domainlab.tasks.b_task.NodeTaskDict method) (domainlab.tasks.task_folder.NodeTaskFolder method) (domainlab.tasks.task_folder.NodeTaskFolderClassNaMismatch method) (domainlab.tasks.task_mnist_color.NodeTaskMNISTColor10 method) (domainlab.tasks.task_pathlist.NodeTaskPathListDummy method) get_flat_dim() (in module domainlab.compos.utils_conv_get_flat_dim) get_foreground_color() (domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo method) (domainlab.dsets.dset_mnist_color_solo_default.DsetMNISTColorSoloDefault method) get_fpath() (domainlab.exp.exp_utils.AggWriter method) (domainlab.exp.exp_utils.ExpProtocolAggWriter method) get_gamma_reg() (in module domainlab.utils.hyperparameter_retrieval) get_git_tag() (in module domainlab.utils.get_git_tag) get_hyperparameter() (in module domainlab.utils.hyperparameter_sampling) get_label_na() (in module domainlab.utils.utils_classif) get_list_domains() (domainlab.tasks.a_task.NodeTaskDG method) (domainlab.tasks.task_mnist_color.NodeTaskMNISTColor10 method) get_list_domains_tr_te() (domainlab.tasks.a_task.NodeTaskDG method) get_list_pred_target() (domainlab.utils.perf.PerfClassif class method) get_list_tuple_img_label() (domainlab.dsets.dset_img_path_list.DsetImPathList method) get_logger() (domainlab.utils.logger.Logger static method) get_model() (domainlab.algos.trainers.a_trainer.AbstractTrainer method) get_na() (domainlab.tasks.a_task.NodeTaskDG method) get_num_colors() (domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo method) (domainlab.dsets.dset_mnist_color_solo_default.DsetMNISTColorSoloDefault method) get_num_rows() (domainlab.algos.trainers.compos.matchdg_utils.MatchDictInit method) (domainlab.algos.trainers.compos.matchdg_utils.MatchDictNumDomain2SizeDomain method) (domainlab.algos.trainers.compos.matchdg_utils.MatchDictVirtualRefDset2EachDomain method) get_shapes() (domainlab.algos.trainers.train_miro_model_wraper.TrainerMiroModelWraper method) get_shared_samples() (in module domainlab.utils.hyperparameter_sampling) get_task() (in module domainlab.tasks.zoo_tasks) get_tile() (domainlab.dsets.utils_wrapdset_patches.WrapDsetPatches method) get_trainer() (domainlab.algos.builder_diva.NodeAlgoBuilderDIVA method) get_val() (domainlab.utils.hyperparameter_sampling.Hyperparameter method) grid_task() (in module domainlab.utils.hyperparameter_gridsearch) H h (domainlab.tasks.utils_task.ImSize property) handle() (domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler method) has_file_allowed_extension() (in module domainlab.dsets.dset_subfolder) hook() (domainlab.algos.trainers.train_miro_model_wraper.TrainerMiroModelWraper method) hook_ref() (domainlab.algos.trainers.train_miro_model_wraper.TrainerMiroModelWraper method) Hyperparameter (class in domainlab.utils.hyperparameter_sampling) HyperSchedulerWarmupExponential (class in domainlab.algos.trainers.hyper_scheduler) HyperSchedulerWarmupLinear (class in domainlab.algos.trainers.hyper_scheduler) I if_stop() (domainlab.algos.msels.a_model_sel.AMSel method) img_loader2dir() (in module domainlab.tasks.utils_task) import_path() (in module domainlab.utils.u_import) ImSize (class in domainlab.tasks.utils_task) infer_y_vpicn() (domainlab.models.a_model_classif.AModelClassif method) infer_zy_loc() (domainlab.compos.vae.compos.encoder_xyd_parallel.XYDEncoderParallel method) (domainlab.compos.vae.compos.encoder_xydt_elevator.XYDTEncoderElevator method) init() (domainlab.models.interface_vae_xyd.InterfaceVAEXYD method) init_business() (domainlab.algos.a_algo_builder.NodeAlgoBuilder method) (domainlab.algos.builder_api_model.NodeAlgoBuilderAPIModel method) (domainlab.algos.builder_dann.NodeAlgoBuilderDANN method) (domainlab.algos.builder_diva.NodeAlgoBuilderDIVA method) (domainlab.algos.builder_erm.NodeAlgoBuilderERM method) (domainlab.algos.builder_hduva.NodeAlgoBuilderHDUVA method) (domainlab.algos.builder_jigen1.NodeAlgoBuilderJiGen method) (domainlab.algos.trainers.a_trainer.AbstractTrainer method) (domainlab.algos.trainers.train_matchdg.TrainerMatchDG method) (domainlab.compos.a_nn_builder.AbstractFeatExtractNNBuilderChainNode method) (domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler method) (domainlab.compos.pcr.p_chain_handler.DummyChainNodeHandlerBeaver method) (domainlab.compos.pcr.p_chain_handler.DummyChainNodeHandlerLazy method) (domainlab.compos.vae.a_vae_builder.AbstractVAEBuilderChainNode method) (domainlab.tasks.a_task.NodeTaskDG method) (domainlab.tasks.b_task.NodeTaskDict method) (domainlab.tasks.b_task_classif.NodeTaskDictClassif method) init_next_model() (domainlab.algos.a_algo_builder.NodeAlgoBuilder method) init_p_zx4batch() (domainlab.models.interface_vae_xyd.InterfaceVAEXYD method) InterfaceVAEXYD (class in domainlab.models.interface_vae_xyd) is_dict_with_key() (in module domainlab.utils.hyperparameter_sampling) is_myjob() (domainlab.algos.a_algo_builder.NodeAlgoBuilder method) (domainlab.algos.trainers.a_trainer.AbstractTrainer method) (domainlab.compos.a_nn_builder.AbstractFeatExtractNNBuilderChainNode method) (domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler method) (domainlab.compos.pcr.p_chain_handler.DummyChainNodeHandlerBeaver method) (domainlab.compos.pcr.p_chain_handler.DummyChainNodeHandlerLazy method) (domainlab.compos.vae.c_vae_builder_classif.ChainNodeVAEBuilderClassifCondPrior method) (domainlab.compos.vae.zoo_vae_builders_classif.ChainNodeVAEBuilderClassifCondPriorBase method) (domainlab.compos.vae.zoo_vae_builders_classif.NodeVAEBuilderArg method) (domainlab.compos.vae.zoo_vae_builders_classif.NodeVAEBuilderImgAlex method) (domainlab.compos.vae.zoo_vae_builders_classif.NodeVAEBuilderImgConvBnPool method) (domainlab.compos.vae.zoo_vae_builders_classif.NodeVAEBuilderUser method) (domainlab.compos.vae.zoo_vae_builders_classif_topic.NodeVAEBuilderImgTopic method) (domainlab.tasks.a_task.NodeTaskDG method) isize (domainlab.tasks.a_task.NodeTaskDG property) (domainlab.tasks.task_mnist_color.NodeTaskMNISTColor10 property) L LayerId (class in domainlab.compos.nn_zoo.nn) list_divide() (in module domainlab.algos.trainers.train_basic) list_domain_tr (domainlab.tasks.a_task.NodeTaskDG property) list_inner_product() (domainlab.models.a_model.AModel method) list_str_y (domainlab.tasks.a_task_classif.NodeTaskDGClassif property) (domainlab.tasks.task_mnist_color.NodeTaskMNISTColor10 property) list_tr_domain_size (domainlab.algos.trainers.a_trainer.AbstractTrainer property) load() (domainlab.exp.exp_utils.ExpModelPersistVisitor method) (domainlab.models.a_model.AModel method) load_parameters() (in module domainlab.exp_protocol.run_experiment) loader_te (domainlab.tasks.a_task.NodeTaskDG property) loader_tr (domainlab.tasks.a_task.NodeTaskDG property) loader_val (domainlab.tasks.a_task.NodeTaskDG property) LoaderDomainLabel (class in domainlab.tasks.utils_task) log_loss() (domainlab.algos.trainers.train_basic.TrainerBasic method) Logger (class in domainlab.utils.logger) logger (domainlab.utils.logger.Logger attribute) logit2preds_vpic() (in module domainlab.utils.utils_classif) lognormal_grid() (in module domainlab.utils.hyperparameter_gridsearch) loguniform_grid() (in module domainlab.utils.hyperparameter_gridsearch) LSCondPriorLinearBnReluLinearSoftPlus (class in domainlab.compos.vae.compos.decoder_cond_prior) LSEncoderConvBnReluPool (class in domainlab.compos.vae.compos.encoder) LSEncoderLinear (class in domainlab.compos.vae.compos.encoder) M make_basic_trainer() (in module domainlab.algos.builder_custom) match_feat_fun_na (domainlab.models.a_model_classif.AModelClassif attribute) match_tensor_reshape() (in module domainlab.algos.trainers.train_matchdg) MatchDictInit (class in domainlab.algos.trainers.compos.matchdg_utils) MatchDictNumDomain2SizeDomain (class in domainlab.algos.trainers.compos.matchdg_utils) MatchDictVirtualRefDset2EachDomain (class in domainlab.algos.trainers.compos.matchdg_utils) MatchPair (class in domainlab.algos.trainers.compos.matchdg_match) max_0_x() (in module domainlab.utils.generate_benchmark_plots) max_es (domainlab.algos.msels.a_model_sel.AMSel property) (domainlab.algos.msels.c_msel_tr_loss.MSelTrLoss property) MeanEncoder (class in domainlab.algos.trainers.train_miro_utils) message (domainlab.compos.pcr.p_chain_handler.DummyBusiness attribute) metric4msel (domainlab.models.a_model.AModel property) (domainlab.models.a_model_classif.AModelClassif property) mk_conv_bn_relu_pool() (in module domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2) mk_dann() (in module domainlab.models.model_dann) mk_diva() (in module domainlab.models.model_diva) mk_dummy_label_list_str() (in module domainlab.utils.utils_classif) mk_erm() (in module domainlab.models.model_erm) mk_exp() (in module domainlab.mk_exp) mk_fun_label2onehot() (in module domainlab.dsets.utils_data) mk_fun_sav_img() (in module domainlab.utils.utils_img_sav) mk_hduva() (in module domainlab.models.model_hduva) mk_img() (in module domainlab.utils.test_img) mk_jigen() (in module domainlab.models.model_jigen) mk_loader() (in module domainlab.tasks.utils_task) mk_match_tensor() (domainlab.algos.trainers.train_matchdg.TrainerMatchDG method) mk_model_na() (domainlab.exp.exp_utils.ExpModelPersistVisitor method) mk_node_task_path_list() (in module domainlab.tasks.task_pathlist) mk_onehot() (in module domainlab.tasks.utils_task) mk_opt() (in module domainlab.algos.trainers.a_trainer) mk_parser_main() (in module domainlab.arg_parser) mk_rand_label_onehot() (in module domainlab.utils.test_img) mk_rand_xyd() (in module domainlab.utils.test_img) mk_task_dset() (in module domainlab.tasks.task_dset) mk_task_folder() (in module domainlab.tasks.task_folder_mk) mkNodeFeatExtractNNBuilderExternFromFile() (in module domainlab.compos.builder_nn_external_from_file) mkNodeFeatExtractNNBuilderNameAlex() (in module domainlab.compos.builder_nn_alex) mkNodeFeatExtractNNBuilderNameConvBnRelu2() (in module domainlab.compos.builder_nn_conv_bn_relu_2) mmd() (domainlab.algos.trainers.mmd_base.TrainerMMDBase method) (domainlab.algos.trainers.train_causIRL.TrainerCausalIRL method) model (domainlab.algos.trainers.a_trainer.AbstractTrainer property) model_dir (domainlab.exp.exp_utils.ExpModelPersistVisitor attribute) model_sel (domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp property) model_selection_epoch (domainlab.algos.msels.a_model_sel.AMSel property) model_suffix (domainlab.exp.exp_utils.ExpModelPersistVisitor attribute) module domainlab domainlab.algos domainlab.algos.a_algo_builder domainlab.algos.builder_api_model domainlab.algos.builder_custom domainlab.algos.builder_dann domainlab.algos.builder_diva domainlab.algos.builder_erm domainlab.algos.builder_hduva domainlab.algos.builder_jigen1 domainlab.algos.msels domainlab.algos.msels.a_model_sel domainlab.algos.msels.c_msel_oracle domainlab.algos.msels.c_msel_tr_loss domainlab.algos.msels.c_msel_val domainlab.algos.observers domainlab.algos.observers.a_observer domainlab.algos.observers.b_obvisitor domainlab.algos.observers.c_obvisitor_cleanup domainlab.algos.observers.c_obvisitor_gen domainlab.algos.trainers domainlab.algos.trainers.a_trainer domainlab.algos.trainers.args_dial domainlab.algos.trainers.args_miro domainlab.algos.trainers.compos domainlab.algos.trainers.compos.matchdg_args domainlab.algos.trainers.compos.matchdg_match domainlab.algos.trainers.compos.matchdg_utils domainlab.algos.trainers.hyper_scheduler domainlab.algos.trainers.mmd_base domainlab.algos.trainers.train_basic domainlab.algos.trainers.train_causIRL domainlab.algos.trainers.train_coral domainlab.algos.trainers.train_dial domainlab.algos.trainers.train_ema domainlab.algos.trainers.train_fishr domainlab.algos.trainers.train_hyper_scheduler domainlab.algos.trainers.train_irm domainlab.algos.trainers.train_matchdg domainlab.algos.trainers.train_miro domainlab.algos.trainers.train_miro_model_wraper domainlab.algos.trainers.train_miro_utils domainlab.algos.trainers.train_mldg domainlab.algos.trainers.zoo_trainer domainlab.algos.utils domainlab.algos.zoo_algos domainlab.arg_parser domainlab.cli domainlab.compos domainlab.compos.a_nn_builder domainlab.compos.builder_nn_alex domainlab.compos.builder_nn_conv_bn_relu_2 domainlab.compos.builder_nn_external_from_file domainlab.compos.nn_zoo domainlab.compos.nn_zoo.net_adversarial domainlab.compos.nn_zoo.net_classif domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 domainlab.compos.nn_zoo.net_gated domainlab.compos.nn_zoo.nn domainlab.compos.nn_zoo.nn_alex domainlab.compos.nn_zoo.nn_torchvision domainlab.compos.pcr domainlab.compos.pcr.p_chain_handler domainlab.compos.pcr.request domainlab.compos.utils_conv_get_flat_dim domainlab.compos.vae domainlab.compos.vae.a_model_builder domainlab.compos.vae.a_vae_builder domainlab.compos.vae.c_vae_adaptor_model_recon domainlab.compos.vae.c_vae_builder_classif domainlab.compos.vae.c_vae_recon domainlab.compos.vae.compos domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv domainlab.compos.vae.compos.decoder_cond_prior domainlab.compos.vae.compos.decoder_losses domainlab.compos.vae.compos.encoder domainlab.compos.vae.compos.encoder_dirichlet domainlab.compos.vae.compos.encoder_domain_topic domainlab.compos.vae.compos.encoder_domain_topic_img2topic domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd domainlab.compos.vae.compos.encoder_xyd_parallel domainlab.compos.vae.compos.encoder_xydt_elevator domainlab.compos.vae.compos.encoder_zy domainlab.compos.vae.utils_request_chain_builder domainlab.compos.vae.zoo_vae_builders_classif domainlab.compos.vae.zoo_vae_builders_classif_topic domainlab.compos.zoo_nn domainlab.dsets domainlab.dsets.a_dset_mnist_color_rgb_solo domainlab.dsets.dset_img_path_list domainlab.dsets.dset_mnist_color_solo_default domainlab.dsets.dset_poly_domains_mnist_color_default domainlab.dsets.dset_subfolder domainlab.dsets.utils_color_palette domainlab.dsets.utils_data domainlab.dsets.utils_wrapdset_patches domainlab.exp domainlab.exp.exp_cuda_seed domainlab.exp.exp_main domainlab.exp.exp_utils domainlab.exp_protocol domainlab.exp_protocol.aggregate_results domainlab.exp_protocol.run_experiment domainlab.mk_exp domainlab.models domainlab.models.a_model domainlab.models.a_model_classif domainlab.models.args_jigen domainlab.models.args_vae domainlab.models.interface_vae_xyd domainlab.models.model_custom domainlab.models.model_dann domainlab.models.model_diva domainlab.models.model_erm domainlab.models.model_hduva domainlab.models.model_jigen domainlab.models.model_vae_xyd_classif domainlab.tasks domainlab.tasks.a_task domainlab.tasks.a_task_classif domainlab.tasks.b_task domainlab.tasks.b_task_classif domainlab.tasks.task_dset domainlab.tasks.task_folder domainlab.tasks.task_folder_mk domainlab.tasks.task_mini_vlcs domainlab.tasks.task_mnist_color domainlab.tasks.task_pathlist domainlab.tasks.task_utils domainlab.tasks.utils_task domainlab.tasks.utils_task_dset domainlab.tasks.zoo_tasks domainlab.utils domainlab.utils.flows_gen_img_model domainlab.utils.generate_benchmark_plots domainlab.utils.get_git_tag domainlab.utils.hyperparameter_gridsearch domainlab.utils.hyperparameter_retrieval domainlab.utils.hyperparameter_sampling domainlab.utils.logger domainlab.utils.override_interface domainlab.utils.perf domainlab.utils.perf_metrics domainlab.utils.sanity_check domainlab.utils.test_img domainlab.utils.u_import domainlab.utils.u_import_net_module domainlab.utils.utils_class domainlab.utils.utils_classif domainlab.utils.utils_cuda domainlab.utils.utils_img_sav move_average() (domainlab.algos.trainers.train_ema.TrainerMA method) MSelOracleVisitor (class in domainlab.algos.msels.c_msel_oracle) MSelTrLoss (class in domainlab.algos.msels.c_msel_tr_loss) MSelValPerf (class in domainlab.algos.msels.c_msel_val) multiplier4task_loss (domainlab.models.a_model.AModel property) (domainlab.models.model_vae_xyd_classif.VAEXYDClassif property) my_cdist() (domainlab.algos.trainers.mmd_base.TrainerMMDBase method) (domainlab.algos.trainers.train_causIRL.TrainerCausalIRL method) N na_prefix (domainlab.algos.a_algo_builder.NodeAlgoBuilder attribute) name (domainlab.algos.a_algo_builder.NodeAlgoBuilder property) (domainlab.algos.trainers.a_trainer.AbstractTrainer property) (domainlab.models.a_model.AModel property) net_classifier (domainlab.models.a_model_classif.AModelClassif property) net_invar_feat (domainlab.models.a_model.AModel property) NetConvBnReluPool2L (class in domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2) NetConvDense (class in domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2) NetTorchVisionBase (class in domainlab.compos.nn_zoo.nn_torchvision) NLLPixelLogistic256 (class in domainlab.compos.vae.compos.decoder_losses) NodeAlgoBuilder (class in domainlab.algos.a_algo_builder) NodeAlgoBuilderAPIModel (class in domainlab.algos.builder_api_model) NodeAlgoBuilderDANN (class in domainlab.algos.builder_dann) NodeAlgoBuilderDIVA (class in domainlab.algos.builder_diva) NodeAlgoBuilderERM (class in domainlab.algos.builder_erm) NodeAlgoBuilderHDUVA (class in domainlab.algos.builder_hduva) NodeAlgoBuilderJiGen (class in domainlab.algos.builder_jigen1) NodeTaskDG (class in domainlab.tasks.a_task) NodeTaskDGClassif (class in domainlab.tasks.a_task_classif) NodeTaskDict (class in domainlab.tasks.b_task) NodeTaskDictClassif (class in domainlab.tasks.b_task_classif) NodeTaskFolder (class in domainlab.tasks.task_folder) NodeTaskFolderClassNaMismatch (class in domainlab.tasks.task_folder) NodeTaskMNISTColor10 (class in domainlab.tasks.task_mnist_color) NodeTaskPathListDummy (class in domainlab.tasks.task_pathlist) NodeVAEBuilderArg (class in domainlab.compos.vae.zoo_vae_builders_classif) NodeVAEBuilderImgAlex (class in domainlab.compos.vae.zoo_vae_builders_classif) NodeVAEBuilderImgConvBnPool (class in domainlab.compos.vae.zoo_vae_builders_classif) NodeVAEBuilderImgTopic (class in domainlab.compos.vae.zoo_vae_builders_classif_topic) NodeVAEBuilderUser (class in domainlab.compos.vae.zoo_vae_builders_classif) normal_grid() (in module domainlab.utils.hyperparameter_gridsearch) O observer4msel (domainlab.algos.msels.a_model_sel.AMSel property) ObVisitor (class in domainlab.algos.observers.b_obvisitor) ObVisitorCleanUp (class in domainlab.algos.observers.c_obvisitor_cleanup) ObVisitorGen (class in domainlab.algos.observers.c_obvisitor_gen) oracle_last_setpoint_sel_te_acc (domainlab.algos.msels.c_msel_oracle.MSelOracleVisitor property) override_interface() (in module domainlab.utils.override_interface) P p_na_prefix (domainlab.algos.trainers.a_trainer.AbstractTrainer property) (domainlab.models.a_model.AModel property) palette (domainlab.dsets.dset_mnist_color_solo_default.DsetMNISTColorSoloDefault property) parse_cmd_args() (in module domainlab.arg_parser) parse_domain_id() (in module domainlab.tasks.task_utils) ParseValuesOrKeyValuePairs (class in domainlab.arg_parser) PerfClassif (class in domainlab.utils.perf) PerfMetricClassif (class in domainlab.utils.perf_metrics) plot_ds() (in module domainlab.dsets.utils_data) plot_ds_list() (in module domainlab.dsets.utils_data) post_tr() (domainlab.algos.trainers.a_trainer.AbstractTrainer method) pred2file() (domainlab.models.a_model_classif.AModelClassif method) prepare_ziped_loader() (domainlab.algos.trainers.train_mldg.TrainerMLDG method) print_options() (domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler method) print_parameters() (domainlab.algos.trainers.a_trainer.AbstractTrainer method) (domainlab.models.a_model.AModel method) R radar_plot() (in module domainlab.utils.generate_benchmark_plots) rais_error_if_num_not_specified() (in module domainlab.utils.hyperparameter_gridsearch) read_prediction_file() (domainlab.models.a_model_classif.AModelClassif method) recon() (domainlab.compos.vae.c_vae_recon.ReconVAEXYD method) recon_cf() (domainlab.compos.vae.c_vae_recon.ReconVAEXYD method) recon_ydx() (domainlab.compos.vae.c_vae_adaptor_model_recon.AdaptorReconVAEXYD method) ReconVAEXYD (class in domainlab.compos.vae.c_vae_recon) ReferenceHyperparameter (class in domainlab.utils.hyperparameter_sampling) register_external_node() (domainlab.algos.zoo_algos.AlgoBuilderChainNodeGetter method) register_feature_storage_hook() (domainlab.algos.trainers.train_miro_model_wraper.TrainerMiroModelWraper method) remove() (domainlab.exp.exp_utils.ExpModelPersistVisitor method) Request4Chain (class in domainlab.compos.pcr.p_chain_handler) RequestArgs2ExpCmd (class in domainlab.compos.pcr.request) RequestTask (class in domainlab.compos.pcr.request) RequestVAEBuilderCHW (class in domainlab.compos.pcr.request) RequestVAEBuilderNN (class in domainlab.compos.pcr.request) reset() (domainlab.algos.msels.a_model_sel.AMSel method) (domainlab.algos.msels.c_msel_tr_loss.MSelTrLoss method) (domainlab.algos.msels.c_msel_val.MSelValPerf method) (domainlab.algos.observers.a_observer.AObVisitor method) (domainlab.algos.trainers.a_trainer.AbstractTrainer method) reset_aux_net() (domainlab.algos.builder_dann.NodeAlgoBuilderDANN method) (domainlab.models.a_model.AModel method) reset_feature_extractor() (domainlab.models.a_model.AModel method) round_to_discreate_grid_normal() (in module domainlab.utils.hyperparameter_gridsearch) round_to_discreate_grid_uniform() (in module domainlab.utils.hyperparameter_gridsearch) round_vals_in_dict() (in module domainlab.utils.generate_benchmark_plots) run_experiment() (in module domainlab.exp_protocol.run_experiment) S sample() (domainlab.utils.hyperparameter_sampling.CategoricalHyperparameter method) (domainlab.utils.hyperparameter_sampling.Hyperparameter method) (domainlab.utils.hyperparameter_sampling.ReferenceHyperparameter method) (domainlab.utils.hyperparameter_sampling.SampledHyperparameter method) sample_grid() (in module domainlab.utils.hyperparameter_gridsearch) sample_gridsearch() (in module domainlab.utils.hyperparameter_gridsearch) sample_hyperparameters() (in module domainlab.utils.hyperparameter_sampling) sample_parameters() (in module domainlab.utils.hyperparameter_sampling) sample_sav() (domainlab.tasks.a_task_classif.NodeTaskDGClassif method) sample_task() (in module domainlab.utils.hyperparameter_sampling) sample_task_only_shared() (in module domainlab.utils.hyperparameter_sampling) SampledHyperparameter (class in domainlab.utils.hyperparameter_sampling) SanityCheck (class in domainlab.utils.sanity_check) sav_add_title() (in module domainlab.utils.utils_img_sav) save() (domainlab.exp.exp_utils.ExpModelPersistVisitor method) (domainlab.models.a_model.AModel method) save_san_check_for_domain() (domainlab.utils.sanity_check.SanityCheck method) scatterplot() (in module domainlab.utils.generate_benchmark_plots) scatterplot_matrix() (in module domainlab.utils.generate_benchmark_plots) sel_model_te_acc (domainlab.algos.msels.a_model_sel.AMSel property) (domainlab.algos.msels.c_msel_val.MSelValPerf property) set_list_domains() (domainlab.tasks.a_task.NodeTaskDG method) set_parent() (domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler method) set_saver() (domainlab.models.a_model.AModel method) set_scheduler() (domainlab.algos.trainers.train_hyper_scheduler.TrainerHyperScheduler method) set_seed() (in module domainlab.exp.exp_cuda_seed) set_steps() (domainlab.algos.trainers.hyper_scheduler.HyperSchedulerWarmupLinear method) set_task() (domainlab.algos.observers.a_observer.AObVisitor method) show() (domainlab.compos.nn_zoo.nn_torchvision.NetTorchVisionBase method) split_net_feat_last() (in module domainlab.algos.utils) store_args() (in module domainlab.utils.utils_class) str_metric4msel (domainlab.algos.observers.b_obvisitor.ObVisitor property) (domainlab.algos.trainers.a_trainer.AbstractTrainer property) T targets (domainlab.tasks.utils_task.DsetClassVecDecorator property) (domainlab.tasks.utils_task.DsetDomainVecDecorator property) task_name (domainlab.tasks.a_task.NodeTaskDG property) TaskChainNodeGetter (class in domainlab.tasks.zoo_tasks) tensor1hot2ind() (in module domainlab.tasks.utils_task) to_file() (domainlab.exp.exp_utils.AggWriter method) tr_batch() (domainlab.algos.trainers.train_basic.TrainerBasic method) (domainlab.algos.trainers.train_causIRL.TrainerCausalIRL method) (domainlab.algos.trainers.train_matchdg.TrainerMatchDG method) tr_epoch() (domainlab.algos.trainers.a_trainer.AbstractTrainer method) (domainlab.algos.trainers.train_basic.TrainerBasic method) (domainlab.algos.trainers.train_coral.TrainerCoral method) (domainlab.algos.trainers.train_fishr.TrainerFishr method) (domainlab.algos.trainers.train_hyper_scheduler.TrainerHyperScheduler method) (domainlab.algos.trainers.train_irm.TrainerIRM method) (domainlab.algos.trainers.train_matchdg.TrainerMatchDG method) (domainlab.algos.trainers.train_mldg.TrainerMLDG method) TrainerBasic (class in domainlab.algos.trainers.train_basic) TrainerCausalIRL (class in domainlab.algos.trainers.train_causIRL) TrainerChainNodeGetter (class in domainlab.algos.trainers.zoo_trainer) TrainerCoral (class in domainlab.algos.trainers.train_coral) TrainerDIAL (class in domainlab.algos.trainers.train_dial) TrainerFishr (class in domainlab.algos.trainers.train_fishr) TrainerHyperScheduler (class in domainlab.algos.trainers.train_hyper_scheduler) TrainerIRM (class in domainlab.algos.trainers.train_irm) TrainerMA (class in domainlab.algos.trainers.train_ema) TrainerMatchDG (class in domainlab.algos.trainers.train_matchdg) TrainerMiro (class in domainlab.algos.trainers.train_miro) TrainerMiroModelWraper (class in domainlab.algos.trainers.train_miro_model_wraper) TrainerMLDG (class in domainlab.algos.trainers.train_mldg) TrainerMMDBase (class in domainlab.algos.trainers.mmd_base) U uniform_grid() (in module domainlab.utils.hyperparameter_gridsearch) update() (domainlab.algos.msels.a_model_sel.AMSel method) (domainlab.algos.observers.a_observer.AObVisitor method) (domainlab.algos.observers.b_obvisitor.ObVisitor method) (domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp method) V VAEChainNodeGetter (class in domainlab.compos.vae.utils_request_chain_builder) VAEXYDClassif (class in domainlab.models.model_vae_xyd_classif) val_threshold (domainlab.algos.msels.a_model_sel.AMSel property) var_grads_and_loss() (domainlab.algos.trainers.train_fishr.TrainerFishr method) variance_between_dict() (domainlab.algos.trainers.train_fishr.TrainerFishr method) VarianceEncoder (class in domainlab.algos.trainers.train_miro_utils) W w (domainlab.tasks.utils_task.ImSize property) warmup() (domainlab.algos.trainers.hyper_scheduler.HyperSchedulerWarmupExponential method) (domainlab.algos.trainers.hyper_scheduler.HyperSchedulerWarmupLinear method) WrapDsetPatches (class in domainlab.dsets.utils_wrapdset_patches) X XYDEncoderParallel (class in domainlab.compos.vae.compos.encoder_xyd_parallel) XYDEncoderParallelAlex (class in domainlab.compos.vae.compos.encoder_xyd_parallel) XYDEncoderParallelConvBnReluPool (class in domainlab.compos.vae.compos.encoder_xyd_parallel) XYDEncoderParallelExtern (class in domainlab.compos.vae.compos.encoder_xyd_parallel) XYDEncoderParallelUser (class in domainlab.compos.vae.compos.encoder_xyd_parallel) XYDTEncoderArg (class in domainlab.compos.vae.compos.encoder_xydt_elevator) XYDTEncoderElevator (class in domainlab.compos.vae.compos.encoder_xydt_elevator)