| src/meta_learning/__init__.py |
_print_attribution |
19 |
9 |
0 |
0 |
0 |
53% |
| src/meta_learning/__init__.py |
(no function) |
17 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/cli.py |
SimpleClassifier.__init__ |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/cli.py |
SimpleClassifier.forward |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/cli.py |
generate_demo_data |
10 |
10 |
0 |
4 |
0 |
0% |
| src/meta_learning/cli.py |
demo_test_time_compute |
23 |
23 |
0 |
0 |
0 |
0% |
| src/meta_learning/cli.py |
demo_maml_variants |
25 |
25 |
0 |
2 |
0 |
0% |
| src/meta_learning/cli.py |
demo_online_meta_learning |
28 |
28 |
0 |
2 |
0 |
0% |
| src/meta_learning/cli.py |
demo_advanced_dataset |
25 |
25 |
0 |
4 |
0 |
0% |
| src/meta_learning/cli.py |
main |
32 |
32 |
0 |
10 |
0 |
0% |
| src/meta_learning/cli.py |
(no function) |
15 |
0 |
2 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/__init__.py |
(no function) |
7 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/config_factory.py |
create_all_fixme_solutions_config |
51 |
51 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/config_factory.py |
create_research_accurate_config |
21 |
21 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/config_factory.py |
create_performance_optimized_config |
23 |
23 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/config_factory.py |
create_specific_solution_config |
45 |
45 |
0 |
32 |
0 |
0% |
| src/meta_learning/meta_learning_modules/config_factory.py |
create_modular_config |
37 |
37 |
0 |
28 |
0 |
0% |
| src/meta_learning/meta_learning_modules/config_factory.py |
create_educational_config |
13 |
13 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/config_factory.py |
get_available_solutions |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/config_factory.py |
print_solution_summary |
15 |
15 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/config_factory.py |
validate_config |
9 |
9 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/config_factory.py |
(no function) |
30 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner.__init__ |
16 |
16 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner.learn_task |
26 |
26 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._adapt_to_task |
18 |
18 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_adaptive_lr |
14 |
14 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_meta_loss |
6 |
6 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_ewc_loss |
9 |
9 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_ewc_loss_diagonal |
13 |
13 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_fisher_information_diagonal |
19 |
19 |
0 |
12 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_full_fisher_information |
18 |
18 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_ewc_loss_full_fisher |
5 |
5 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_evcl_loss |
9 |
9 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._update_parameter_importance |
11 |
11 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_empirical_fisher |
12 |
12 |
0 |
12 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_exact_fisher |
20 |
20 |
0 |
14 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._compute_kfac_fisher |
21 |
21 |
0 |
12 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._store_previous_parameters |
2 |
2 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._experience_replay |
17 |
17 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._prioritized_sample |
12 |
12 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._store_experience |
6 |
6 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._update_task_similarities |
14 |
14 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner._forward_with_params |
9 |
9 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner.evaluate_continual_performance |
15 |
15 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
OnlineMetaLearner.get_memory_statistics |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
create_continual_learner |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/continual_meta_learning.py |
(no function) |
82 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/few_shot_learning.py |
create_few_shot_learner |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_learning.py |
(no function) |
13 |
0 |
41 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/few_shot_modules/__init__.py |
(no function) |
5 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureConfig.__post_init__ |
6 |
6 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureAggregator.__init__ |
12 |
12 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureAggregator._get_num_scales |
5 |
5 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureAggregator._init_feature_pyramid_network |
8 |
8 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureAggregator._init_dilated_convolution |
7 |
7 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureAggregator._init_attention_based |
7 |
7 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureAggregator._init_fusion_network |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureAggregator.forward |
19 |
19 |
0 |
12 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureAggregator._apply_feature_pyramid |
15 |
15 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureAggregator._apply_dilated_convolution |
7 |
7 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
MultiScaleFeatureAggregator._apply_attention_based |
12 |
12 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
PrototypeRefiner.__init__ |
3 |
3 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
PrototypeRefiner.forward |
6 |
6 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyEstimator.__init__ |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyEstimator.forward |
10 |
10 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
ScaledDotProductAttention.__init__ |
2 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
ScaledDotProductAttention.forward |
5 |
5 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
AdditiveAttention.__init__ |
4 |
4 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
AdditiveAttention.forward |
9 |
9 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
BilinearAttention.__init__ |
3 |
3 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
BilinearAttention.forward |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
GraphRelationModule.__init__ |
9 |
0 |
0 |
2 |
1 |
91% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
GraphRelationModule.forward |
33 |
33 |
0 |
16 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
StandardRelationModule.__init__ |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
StandardRelationModule.forward |
11 |
11 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance.__init__ |
11 |
11 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance._init_monte_carlo_dropout |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance._init_deep_ensembles |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance._init_evidential_deep_learning |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance._init_simple_uncertainty_net |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance.forward |
12 |
12 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance._compute_mc_dropout_uncertainty |
9 |
9 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance._compute_deep_ensemble_uncertainty |
11 |
11 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance._compute_evidential_uncertainty |
8 |
8 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance._compute_simple_uncertainty |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
UncertaintyAwareDistance.get_regularization_loss |
17 |
17 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes.__init__ |
11 |
5 |
0 |
8 |
2 |
42% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes._init_tree_structured |
11 |
0 |
0 |
6 |
1 |
94% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes._init_compositional |
8 |
8 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes._init_capsule_based |
3 |
3 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes._build_tree_structure |
13 |
0 |
0 |
8 |
1 |
95% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes.forward |
15 |
3 |
0 |
10 |
3 |
68% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes._compute_tree_structured_prototypes |
30 |
3 |
0 |
18 |
4 |
85% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes._compute_compositional_prototypes |
22 |
22 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes._compute_capsule_based_prototypes |
20 |
20 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes._dynamic_routing |
14 |
14 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes._em_routing |
5 |
5 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
HierarchicalPrototypes.get_diversity_loss |
7 |
7 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
create_uncertainty_aware_distance |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
create_multiscale_feature_aggregator |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
create_hierarchical_prototypes |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
get_uncertainty_config_presets |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
get_multiscale_config_presets |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
get_hierarchical_config_presets |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
TaskAdaptivePrototypes.__init__ |
6 |
6 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
TaskAdaptivePrototypes.forward |
17 |
17 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/advanced_components.py |
(no function) |
122 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/few_shot_modules/configurations.py |
PrototypicalConfig.__post_init__ |
9 |
0 |
0 |
8 |
4 |
76% |
| src/meta_learning/meta_learning_modules/few_shot_modules/configurations.py |
PrototypicalConfig._resolve_configuration_conflicts |
32 |
24 |
0 |
18 |
8 |
32% |
| src/meta_learning/meta_learning_modules/few_shot_modules/configurations.py |
PrototypicalConfig.get_variant_description |
18 |
18 |
0 |
16 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/configurations.py |
PrototypicalConfig.validate_configuration |
11 |
11 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/configurations.py |
(no function) |
102 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
PrototypicalNetworks.__init__ |
16 |
12 |
0 |
12 |
1 |
18% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
PrototypicalNetworks.forward |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
PrototypicalNetworks._setup_implementation_variant |
8 |
8 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
PrototypicalNetworks._forward_research_accurate |
18 |
18 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
PrototypicalNetworks._forward_simple |
3 |
3 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
PrototypicalNetworks._forward_original |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
PrototypicalNetworks._forward_enhanced |
15 |
15 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
PrototypicalNetworks._compute_prototypes |
8 |
8 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
PrototypicalNetworks._compute_distances |
4 |
4 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
SimplePrototypicalNetworks.__init__ |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
SimplePrototypicalNetworks.forward |
12 |
12 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
MatchingNetworks.__init__ |
9 |
0 |
0 |
2 |
1 |
91% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
MatchingNetworks.forward |
14 |
14 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
MatchingNetworks._encode_context |
4 |
4 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
MatchingNetworks._create_attention_mechanism |
8 |
3 |
0 |
6 |
3 |
57% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
RelationNetworks.__init__ |
8 |
1 |
0 |
4 |
2 |
75% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
RelationNetworks.forward |
8 |
8 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
RelationNetworks._aggregate_relation_scores |
9 |
9 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/core_networks.py |
(no function) |
31 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/few_shot_modules/utilities.py |
create_prototypical_network |
30 |
30 |
0 |
26 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/utilities.py |
compare_with_learn2learn_protonet |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/utilities.py |
evaluate_on_standard_benchmarks |
19 |
19 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/utilities.py |
sample_episode |
12 |
12 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/utilities.py |
euclidean_distance_squared |
3 |
3 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/utilities.py |
compute_prototype_statistics |
21 |
21 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/utilities.py |
analyze_few_shot_performance |
35 |
35 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/utilities.py |
create_backbone_network |
6 |
6 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/few_shot_modules/utilities.py |
(no function) |
17 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager.__init__ |
5 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager._detect_best_device |
14 |
8 |
0 |
6 |
2 |
50% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager._initialize_hardware |
5 |
1 |
0 |
4 |
1 |
78% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager._setup_cuda |
9 |
2 |
0 |
6 |
3 |
67% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager._setup_mps |
4 |
0 |
0 |
2 |
1 |
83% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager._setup_cpu |
5 |
5 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager.prepare_model |
20 |
14 |
0 |
8 |
4 |
36% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager.prepare_data |
13 |
13 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager.autocast_context |
5 |
5 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager.backward_and_step |
7 |
7 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager.get_memory_stats |
6 |
6 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager._get_gpu_utilization |
8 |
8 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager.clear_cache |
4 |
4 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
HardwareManager.benchmark_device |
29 |
29 |
0 |
14 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
MultiGPUManager.__init__ |
4 |
4 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
MultiGPUManager.setup_distributed |
12 |
12 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
MultiGPUManager.wrap_model |
8 |
8 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
MultiGPUManager.cleanup |
3 |
3 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
get_optimal_batch_size |
24 |
24 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
create_hardware_manager |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
auto_device |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
prepare_for_hardware |
4 |
4 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
log_hardware_info |
12 |
12 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/hardware_utils.py |
(no function) |
54 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLLearner.__init__ |
8 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLLearner.meta_train_step |
18 |
18 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLLearner.meta_test |
7 |
7 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLLearner._adapt_to_task |
22 |
22 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLLearner._forward_with_params |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLLearner._compute_query_loss |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
FirstOrderMAML.__init__ |
4 |
4 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLenLLM.__init__ |
8 |
8 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLenLLM._create_lora_adapters |
7 |
7 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLenLLM.meta_train_step |
19 |
19 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLenLLM._adapt_lora_to_task |
13 |
13 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLenLLM._compute_lora_support_loss |
8 |
8 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLenLLM._compute_lora_query_loss |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
MAMLenLLM._forward_with_lora |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
LoRALayer.__init__ |
5 |
5 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
LoRALayer.forward |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
functional_forward |
28 |
19 |
0 |
18 |
3 |
26% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
functional_forward_l2l_style |
26 |
26 |
0 |
18 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
functional_forward_higher_style |
19 |
19 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
functional_forward_manual |
7 |
7 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
functional_forward_manual.apply_layer_functional |
13 |
13 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
functional_forward_compiled |
3 |
3 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
functional_forward_compiled.compiled_functional_call |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
ANILLearner.__init__ |
6 |
6 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
ANILLearner._identify_frozen_layers |
6 |
6 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
ANILLearner._identify_adaptable_layers |
6 |
6 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
ANILLearner._adapt_to_task |
12 |
12 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
BOILLearner.__init__ |
6 |
6 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
BOILLearner._identify_body_layers |
4 |
4 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
BOILLearner._identify_head_layers |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
BOILLearner._adapt_to_task |
12 |
12 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
ReptileLearner.__init__ |
6 |
6 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
ReptileLearner.meta_train_step |
31 |
31 |
0 |
14 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
create_maml_learner |
13 |
13 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/maml_variants.py |
(no function) |
103 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler.__init__ |
4 |
4 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler.scale_compute |
12 |
12 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._scale_compute_basic |
31 |
31 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._estimate_difficulty |
19 |
19 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._allocate_compute_budget |
7 |
7 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._compute_step |
27 |
27 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._ensemble_predictions |
13 |
13 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._compute_intra_class_variance |
9 |
9 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._compute_distribution_shift |
10 |
10 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._update_performance_tracker |
7 |
7 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler.get_compute_statistics |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._scale_compute_snell2024 |
26 |
26 |
0 |
14 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._scale_compute_akyurek2024 |
21 |
21 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._scale_compute_openai_o1 |
15 |
15 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._scale_compute_hybrid |
26 |
26 |
0 |
16 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._compute_process_reward |
14 |
14 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._test_time_training_step |
24 |
24 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._chain_of_thought_reasoning |
29 |
29 |
0 |
14 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._compute_optimal_allocation |
8 |
8 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._adaptive_distribution_update |
5 |
5 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._generate_reasoning_path |
10 |
10 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._generate_attention_based_reasoning |
25 |
25 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._generate_feature_based_reasoning |
24 |
24 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._generate_prototype_distance_reasoning |
33 |
33 |
0 |
16 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._verify_reasoning_step |
7 |
7 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._verify_with_process_reward_model |
18 |
18 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._verify_with_consistency_based |
9 |
9 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._verify_with_gradient_based |
21 |
21 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._estimate_task_difficulty_batch |
22 |
22 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._ensemble_predictions_advanced |
15 |
15 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._reason_to_prediction |
5 |
5 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._aggregate_cot_predictions |
7 |
7 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._ensemble_predictions_hybrid |
7 |
7 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._extract_features_safe |
17 |
17 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._initialize_process_reward_model |
12 |
12 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._encode_reasoning_state |
14 |
14 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._forward_from_state |
13 |
13 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
TestTimeComputeScaler._compute_consistency_score |
10 |
10 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
create_process_reward_config |
9 |
9 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
create_consistency_verification_config |
9 |
9 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
create_gradient_verification_config |
7 |
7 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
create_attention_reasoning_config |
9 |
9 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
create_feature_reasoning_config |
8 |
8 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
create_prototype_reasoning_config |
8 |
8 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
create_comprehensive_config |
24 |
24 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
create_fast_config |
12 |
12 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/test_time_compute.py |
(no function) |
95 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset.__init__ |
16 |
16 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset.__len__ |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset.__getitem__ |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset.sample_task |
14 |
14 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._sample_task_classes |
20 |
20 |
0 |
12 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._sample_support_query |
19 |
19 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._estimate_class_difficulties |
16 |
16 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._estimate_class_difficulties_research_accurate |
7 |
7 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._estimate_class_difficulty_silhouette |
10 |
10 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._estimate_class_difficulty_entropy |
16 |
16 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._estimate_class_difficulty_knn |
12 |
12 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._apply_augmentation |
5 |
5 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._basic_augmentation |
4 |
4 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._advanced_augmentation |
9 |
9 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
MetaLearningDataset._compute_task_metadata |
4 |
4 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
TaskSampler.__init__ |
9 |
9 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
TaskSampler.__iter__ |
9 |
9 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
TaskSampler.__len__ |
4 |
4 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
TaskSampler.update_epoch |
10 |
10 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
TaskSampler._apply_curriculum_filter |
3 |
3 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
TaskSampler._adaptive_difficulty_schedule |
12 |
12 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
TaskSampler.update_performance |
3 |
3 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
few_shot_accuracy |
16 |
16 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
adaptation_speed |
7 |
7 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
compute_confidence_interval |
23 |
23 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
compute_confidence_interval_research_accurate |
13 |
13 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
_auto_select_ci_method |
13 |
13 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
compute_t_confidence_interval |
14 |
14 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
compute_meta_learning_ci |
3 |
3 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
compute_bca_bootstrap_ci |
27 |
27 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
visualize_meta_learning_results |
44 |
44 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
save_meta_learning_results |
16 |
16 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
load_meta_learning_results |
12 |
12 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
create_basic_task_config |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
create_research_accurate_task_config |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
create_basic_evaluation_config |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
create_research_accurate_evaluation_config |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
create_meta_learning_standard_evaluation_config |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
DatasetConfig.__init__ |
8 |
0 |
0 |
2 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
MetricsConfig.__init__ |
8 |
0 |
0 |
2 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
StatsConfig.__init__ |
7 |
0 |
0 |
2 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
CurriculumConfig.__init__ |
7 |
0 |
0 |
2 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
DiversityConfig.__init__ |
6 |
0 |
0 |
2 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
EvaluationMetrics.__init__ |
2 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
EvaluationMetrics.reset |
6 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
EvaluationMetrics.update |
10 |
8 |
0 |
10 |
1 |
15% |
| src/meta_learning/meta_learning_modules/utils.py |
EvaluationMetrics.compute_summary |
8 |
8 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
StatisticalAnalysis.__init__ |
1 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
StatisticalAnalysis.compute_confidence_interval |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
StatisticalAnalysis.statistical_test |
7 |
7 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
CurriculumLearning.__init__ |
3 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
CurriculumLearning.update_difficulty |
8 |
8 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
CurriculumLearning.get_current_difficulty |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
TaskDiversityTracker.__init__ |
3 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
TaskDiversityTracker.add_task |
3 |
3 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
TaskDiversityTracker.compute_diversity |
11 |
11 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
create_dataset |
3 |
3 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
create_metrics_evaluator |
3 |
3 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
create_curriculum_scheduler |
3 |
3 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
basic_confidence_interval |
1 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils.py |
estimate_difficulty |
5 |
5 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
track_task_diversity |
6 |
6 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
evaluate_meta_learning_algorithm |
18 |
18 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils.py |
(no function) |
112 |
0 |
0 |
0 |
0 |
100% |
| src/meta_learning/meta_learning_modules/utils_modules/__init__.py |
(no function) |
6 |
6 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/configurations.py |
DatasetConfig.__init__ |
8 |
8 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/configurations.py |
MetricsConfig.__init__ |
8 |
8 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/configurations.py |
StatsConfig.__init__ |
7 |
7 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/configurations.py |
CurriculumConfig.__init__ |
7 |
7 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/configurations.py |
DiversityConfig.__init__ |
6 |
6 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/configurations.py |
(no function) |
34 |
34 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset.__init__ |
16 |
16 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset.__len__ |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset.__getitem__ |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset.sample_task |
14 |
14 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._sample_task_classes |
20 |
20 |
0 |
12 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._sample_support_query |
19 |
19 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._estimate_class_difficulties |
16 |
16 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._estimate_class_difficulties_research_accurate |
7 |
7 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._estimate_class_difficulty_silhouette |
10 |
10 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._estimate_class_difficulty_entropy |
16 |
16 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._estimate_class_difficulty_knn |
12 |
12 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._apply_augmentation |
5 |
5 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._basic_augmentation |
4 |
4 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._advanced_augmentation |
9 |
9 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
MetaLearningDataset._compute_task_metadata |
4 |
4 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
TaskSampler.__init__ |
9 |
9 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
TaskSampler.__iter__ |
9 |
9 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
TaskSampler.__len__ |
4 |
4 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
TaskSampler.update_epoch |
10 |
10 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
TaskSampler._apply_curriculum_filter |
3 |
3 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
TaskSampler._adaptive_difficulty_schedule |
12 |
12 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
TaskSampler.update_performance |
3 |
3 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/dataset_sampling.py |
(no function) |
34 |
34 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
few_shot_accuracy |
16 |
16 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
adaptation_speed |
7 |
7 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
compute_confidence_interval |
23 |
23 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
compute_confidence_interval_research_accurate |
13 |
13 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
_auto_select_ci_method |
13 |
13 |
0 |
8 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
compute_t_confidence_interval |
14 |
14 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
compute_meta_learning_ci |
3 |
3 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
compute_bca_bootstrap_ci |
27 |
27 |
0 |
6 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
basic_confidence_interval |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
estimate_difficulty |
5 |
5 |
0 |
2 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
EvaluationMetrics.__init__ |
2 |
2 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
EvaluationMetrics.reset |
6 |
6 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
EvaluationMetrics.update |
10 |
10 |
0 |
10 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
EvaluationMetrics.compute_summary |
8 |
8 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
StatisticalAnalysis.__init__ |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
StatisticalAnalysis.compute_confidence_interval |
1 |
1 |
0 |
0 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
StatisticalAnalysis.statistical_test |
7 |
7 |
0 |
4 |
0 |
0% |
| src/meta_learning/meta_learning_modules/utils_modules/statistical_evaluation.py |
(no function) |
26 |
26 |
0 |
0 |
0 |
0% |