LICENSE
README.md
setup.py
src/pytorch_metric_learning/__init__.py
src/pytorch_metric_learning.egg-info/PKG-INFO
src/pytorch_metric_learning.egg-info/SOURCES.txt
src/pytorch_metric_learning.egg-info/dependency_links.txt
src/pytorch_metric_learning.egg-info/requires.txt
src/pytorch_metric_learning.egg-info/top_level.txt
src/pytorch_metric_learning/distances/__init__.py
src/pytorch_metric_learning/distances/base_distance.py
src/pytorch_metric_learning/distances/batched_distance.py
src/pytorch_metric_learning/distances/cosine_similarity.py
src/pytorch_metric_learning/distances/dot_product_similarity.py
src/pytorch_metric_learning/distances/lp_distance.py
src/pytorch_metric_learning/distances/snr_distance.py
src/pytorch_metric_learning/losses/__init__.py
src/pytorch_metric_learning/losses/angular_loss.py
src/pytorch_metric_learning/losses/arcface_loss.py
src/pytorch_metric_learning/losses/base_metric_loss_function.py
src/pytorch_metric_learning/losses/centroid_triplet_loss.py
src/pytorch_metric_learning/losses/circle_loss.py
src/pytorch_metric_learning/losses/contrastive_loss.py
src/pytorch_metric_learning/losses/cosface_loss.py
src/pytorch_metric_learning/losses/cross_batch_memory.py
src/pytorch_metric_learning/losses/fast_ap_loss.py
src/pytorch_metric_learning/losses/generic_pair_loss.py
src/pytorch_metric_learning/losses/instance_loss.py
src/pytorch_metric_learning/losses/intra_pair_variance_loss.py
src/pytorch_metric_learning/losses/large_margin_softmax_loss.py
src/pytorch_metric_learning/losses/lifted_structure_loss.py
src/pytorch_metric_learning/losses/margin_loss.py
src/pytorch_metric_learning/losses/mixins.py
src/pytorch_metric_learning/losses/multi_similarity_loss.py
src/pytorch_metric_learning/losses/n_pairs_loss.py
src/pytorch_metric_learning/losses/nca_loss.py
src/pytorch_metric_learning/losses/normalized_softmax_loss.py
src/pytorch_metric_learning/losses/ntxent_loss.py
src/pytorch_metric_learning/losses/proxy_anchor_loss.py
src/pytorch_metric_learning/losses/proxy_losses.py
src/pytorch_metric_learning/losses/signal_to_noise_ratio_losses.py
src/pytorch_metric_learning/losses/soft_triple_loss.py
src/pytorch_metric_learning/losses/sphereface_loss.py
src/pytorch_metric_learning/losses/subcenter_arcface_loss.py
src/pytorch_metric_learning/losses/supcon_loss.py
src/pytorch_metric_learning/losses/triplet_margin_loss.py
src/pytorch_metric_learning/losses/tuplet_margin_loss.py
src/pytorch_metric_learning/losses/vicreg_loss.py
src/pytorch_metric_learning/miners/__init__.py
src/pytorch_metric_learning/miners/angular_miner.py
src/pytorch_metric_learning/miners/base_miner.py
src/pytorch_metric_learning/miners/batch_easy_hard_miner.py
src/pytorch_metric_learning/miners/batch_hard_miner.py
src/pytorch_metric_learning/miners/distance_weighted_miner.py
src/pytorch_metric_learning/miners/embeddings_already_packaged_as_triplets.py
src/pytorch_metric_learning/miners/hdc_miner.py
src/pytorch_metric_learning/miners/maximum_loss_miner.py
src/pytorch_metric_learning/miners/multi_similarity_miner.py
src/pytorch_metric_learning/miners/pair_margin_miner.py
src/pytorch_metric_learning/miners/triplet_margin_miner.py
src/pytorch_metric_learning/miners/uniform_histogram_miner.py
src/pytorch_metric_learning/reducers/__init__.py
src/pytorch_metric_learning/reducers/avg_non_zero_reducer.py
src/pytorch_metric_learning/reducers/base_reducer.py
src/pytorch_metric_learning/reducers/class_weighted_reducer.py
src/pytorch_metric_learning/reducers/divisor_reducer.py
src/pytorch_metric_learning/reducers/do_nothing_reducer.py
src/pytorch_metric_learning/reducers/mean_reducer.py
src/pytorch_metric_learning/reducers/multiple_reducers.py
src/pytorch_metric_learning/reducers/per_anchor_reducer.py
src/pytorch_metric_learning/reducers/sum_reducer.py
src/pytorch_metric_learning/reducers/threshold_reducer.py
src/pytorch_metric_learning/regularizers/__init__.py
src/pytorch_metric_learning/regularizers/base_regularizer.py
src/pytorch_metric_learning/regularizers/center_invariant_regularizer.py
src/pytorch_metric_learning/regularizers/lp_regularizer.py
src/pytorch_metric_learning/regularizers/regular_face_regularizer.py
src/pytorch_metric_learning/regularizers/sparse_centers_regularizer.py
src/pytorch_metric_learning/regularizers/zero_mean_regularizer.py
src/pytorch_metric_learning/samplers/__init__.py
src/pytorch_metric_learning/samplers/fixed_set_of_triplets.py
src/pytorch_metric_learning/samplers/hierarchical_sampler.py
src/pytorch_metric_learning/samplers/m_per_class_sampler.py
src/pytorch_metric_learning/samplers/tuples_to_weights_sampler.py
src/pytorch_metric_learning/testers/__init__.py
src/pytorch_metric_learning/testers/base_tester.py
src/pytorch_metric_learning/testers/global_embedding_space.py
src/pytorch_metric_learning/testers/global_twostream_embedding_space.py
src/pytorch_metric_learning/testers/with_same_parent_label.py
src/pytorch_metric_learning/trainers/__init__.py
src/pytorch_metric_learning/trainers/base_trainer.py
src/pytorch_metric_learning/trainers/cascaded_embeddings.py
src/pytorch_metric_learning/trainers/deep_adversarial_metric_learning.py
src/pytorch_metric_learning/trainers/metric_loss_only.py
src/pytorch_metric_learning/trainers/train_with_classifier.py
src/pytorch_metric_learning/trainers/twostream_metric_loss.py
src/pytorch_metric_learning/trainers/unsupervised_embeddings_using_augmentations.py
src/pytorch_metric_learning/utils/__init__.py
src/pytorch_metric_learning/utils/accuracy_calculator.py
src/pytorch_metric_learning/utils/common_functions.py
src/pytorch_metric_learning/utils/distributed.py
src/pytorch_metric_learning/utils/inference.py
src/pytorch_metric_learning/utils/key_checker.py
src/pytorch_metric_learning/utils/logging_presets.py
src/pytorch_metric_learning/utils/loss_and_miner_utils.py
src/pytorch_metric_learning/utils/loss_tracker.py
src/pytorch_metric_learning/utils/module_with_records.py
src/pytorch_metric_learning/utils/module_with_records_and_reducer.py