.coveragerc
.flake8
.gitattributes
.gitignore
CONTRIBUTING.md
LICENSE
README.md
mypy.ini
pytest.ini
releases.md
setup.py
.github/workflows/nightly-publish.yml
.github/workflows/python-publish.yml
.github/workflows/test.yml
api/README.md
api/TFSimilarity/_api_cache.json
api/TFSimilarity/_redirects.yaml
api/TFSimilarity/_toc.yaml
api/TFSimilarity/all_symbols.md
api/TFSimilarity/api_report.pb
api/TFSimilarity/architectures.md
api/TFSimilarity/callbacks.md
api/TFSimilarity/classification_metrics.md
api/TFSimilarity/distances.md
api/TFSimilarity/evaluators.md
api/TFSimilarity/indexer.md
api/TFSimilarity/layers.md
api/TFSimilarity/losses.md
api/TFSimilarity/matchers.md
api/TFSimilarity/models.md
api/TFSimilarity/retrieval_metrics.md
api/TFSimilarity/samplers.md
api/TFSimilarity/search.md
api/TFSimilarity/stores.md
api/TFSimilarity/training_metrics.md
api/TFSimilarity/utils.md
api/TFSimilarity/visualization.md
api/TFSimilarity/architectures/EfficientNetSim.md
api/TFSimilarity/callbacks/Callback.md
api/TFSimilarity/callbacks/ClassificationMetric.md
api/TFSimilarity/callbacks/EvalCallback.md
api/TFSimilarity/callbacks/Evaluator.md
api/TFSimilarity/callbacks/IntTensor.md
api/TFSimilarity/callbacks/MemoryEvaluator.md
api/TFSimilarity/callbacks/Path.md
api/TFSimilarity/callbacks/SimilarityModel.md
api/TFSimilarity/callbacks/SplitValidationLoss.md
api/TFSimilarity/callbacks/Tensor.md
api/TFSimilarity/callbacks/make_classification_metric.md
api/TFSimilarity/callbacks/unpack_lookup_distances.md
api/TFSimilarity/callbacks/unpack_lookup_labels.md
api/TFSimilarity/classification_metrics/BinaryAccuracy.md
api/TFSimilarity/classification_metrics/F1Score.md
api/TFSimilarity/classification_metrics/FalsePositiveRate.md
api/TFSimilarity/classification_metrics/NegativePredictiveValue.md
api/TFSimilarity/classification_metrics/Precision.md
api/TFSimilarity/classification_metrics/Recall.md
api/TFSimilarity/distances/ABC.md
api/TFSimilarity/distances/CosineDistance.md
api/TFSimilarity/distances/Distance.md
api/TFSimilarity/distances/EuclideanDistance.md
api/TFSimilarity/distances/FloatTensor.md
api/TFSimilarity/distances/InnerProductSimilarity.md
api/TFSimilarity/distances/ManhattanDistance.md
api/TFSimilarity/distances/SquaredEuclideanDistance.md
api/TFSimilarity/distances/distance_canonicalizer.md
api/TFSimilarity/indexer/CalibrationResults.md
api/TFSimilarity/indexer/ClassificationMatch.md
api/TFSimilarity/indexer/Indexer.md
api/TFSimilarity/indexer/Lookup.md
api/TFSimilarity/indexer/MemoryStore.md
api/TFSimilarity/indexer/NMSLibSearch.md
api/TFSimilarity/indexer/PandasDataFrame.md
api/TFSimilarity/indexer/RetrievalMetric.md
api/TFSimilarity/indexer/Search.md
api/TFSimilarity/indexer/Store.md
api/TFSimilarity/indexer/defaultdict.md
api/TFSimilarity/indexer/deque.md
api/TFSimilarity/indexer/tabulate.md
api/TFSimilarity/indexer/time.md
api/TFSimilarity/indexer/tqdm.md
api/TFSimilarity/layers/Layer.md
api/TFSimilarity/layers/MetricEmbedding.md
api/TFSimilarity/losses/CircleLoss.md
api/TFSimilarity/losses/MetricLoss.md
api/TFSimilarity/losses/MultiSimilarityLoss.md
api/TFSimilarity/losses/PNLoss.md
api/TFSimilarity/losses/TripletLoss.md
api/TFSimilarity/matchers/MatchMajorityVote.md
api/TFSimilarity/matchers/MatchNearest.md
api/TFSimilarity/matchers/make_classification_matcher.md
api/TFSimilarity/retrieval_metrics/BNDCG.md
api/TFSimilarity/retrieval_metrics/MapAtK.md
api/TFSimilarity/retrieval_metrics/PrecisionAtK.md
api/TFSimilarity/retrieval_metrics/RecallAtK.md
api/TFSimilarity/retrieval_metrics/make_retrieval_metric.md
api/TFSimilarity/samplers/MultiShotMemorySampler.md
api/TFSimilarity/samplers/SingleShotMemorySampler.md
api/TFSimilarity/samplers/TFDatasetMultiShotMemorySampler.md
api/TFSimilarity/samplers/TFRecordDatasetSampler.md
api/TFSimilarity/samplers/select_examples.md
api/TFSimilarity/training_metrics/DistanceGapMetric.md
api/TFSimilarity/training_metrics/DistanceMetric.md
api/TFSimilarity/training_metrics/avg_neg.md
api/TFSimilarity/training_metrics/avg_pos.md
api/TFSimilarity/training_metrics/batch_class_ratio.md
api/TFSimilarity/training_metrics/dist_gap.md
api/TFSimilarity/training_metrics/max_neg.md
api/TFSimilarity/training_metrics/max_pos.md
api/TFSimilarity/training_metrics/min_neg.md
api/TFSimilarity/training_metrics/min_pos.md
api/TFSimilarity/training_metrics/sum_neg.md
api/TFSimilarity/training_metrics/sum_pos.md
api/TFSimilarity/utils/is_tensor_or_variable.md
api/TFSimilarity/utils/tf_cap_memory.md
api/TFSimilarity/visualization/confusion_matrix.md
api/TFSimilarity/visualization/projector.md
api/TFSimilarity/visualization/viz_neigbors_imgs.md
assets/images/contrastive_batch.png
assets/images/similar-cats-and-dogs.jpg
assets/images/similarity-learning-overview.png
assets/images/tfsim_overview.png
benchmark/supervised/README.md
benchmark/supervised/generate_datasets.py
benchmark/supervised/train.py
benchmark/supervised/benchmark/__init__.py
benchmark/supervised/config/benchmark_prod.json
examples/README.md
examples/sampler_io_cookbook.ipynb
examples/supervised_hello_world.ipynb
examples/unsupervised_hello_world.ipynb
examples/supervised/kaggle.ipynb
examples/supervised/kaggle_keras_tuner.ipynb
examples/supervised/visualization.ipynb
scripts/README.md
scripts/gen_api_doc.py
scripts/increment_version.py
tensorflow_similarity/__init__.py
tensorflow_similarity/algebra.py
tensorflow_similarity/callbacks.py
tensorflow_similarity/distances.py
tensorflow_similarity/indexer.py
tensorflow_similarity/layers.py
tensorflow_similarity/schedules.py
tensorflow_similarity/types.py
tensorflow_similarity/utils.py
tensorflow_similarity/api/__init__.py
tensorflow_similarity/architectures/__init__.py
tensorflow_similarity/architectures/efficientnet.py
tensorflow_similarity/augmenters/__init__.py
tensorflow_similarity/augmenters/augmenter.py
tensorflow_similarity/augmenters/contrastive.py
tensorflow_similarity/augmenters/img_augments.py
tensorflow_similarity/augmenters/simclr.py
tensorflow_similarity/classification_metrics/__init__.py
tensorflow_similarity/classification_metrics/binary_accuracy.py
tensorflow_similarity/classification_metrics/classification_metric.py
tensorflow_similarity/classification_metrics/f1_score.py
tensorflow_similarity/classification_metrics/false_positive_rate.py
tensorflow_similarity/classification_metrics/negative_predictive_value.py
tensorflow_similarity/classification_metrics/precision.py
tensorflow_similarity/classification_metrics/recall.py
tensorflow_similarity/classification_metrics/utils.py
tensorflow_similarity/evaluators/__init__.py
tensorflow_similarity/evaluators/evaluator.py
tensorflow_similarity/evaluators/memory_evaluator.py
tensorflow_similarity/losses/__init__.py
tensorflow_similarity/losses/barlow.py
tensorflow_similarity/losses/circle_loss.py
tensorflow_similarity/losses/metric_loss.py
tensorflow_similarity/losses/multisim_loss.py
tensorflow_similarity/losses/pn_loss.py
tensorflow_similarity/losses/simclr.py
tensorflow_similarity/losses/simsiam.py
tensorflow_similarity/losses/triplet_loss.py
tensorflow_similarity/losses/utils.py
tensorflow_similarity/matchers/__init__.py
tensorflow_similarity/matchers/classification_match.py
tensorflow_similarity/matchers/match_majority_vote.py
tensorflow_similarity/matchers/match_nearest.py
tensorflow_similarity/matchers/utils.py
tensorflow_similarity/models/__init__.py
tensorflow_similarity/models/contrastive_model.py
tensorflow_similarity/models/similarity_model.py
tensorflow_similarity/retrieval_metrics/__init__.py
tensorflow_similarity/retrieval_metrics/bndcg.py
tensorflow_similarity/retrieval_metrics/map_at_k.py
tensorflow_similarity/retrieval_metrics/precision_at_k.py
tensorflow_similarity/retrieval_metrics/recall_at_k.py
tensorflow_similarity/retrieval_metrics/retrieval_metric.py
tensorflow_similarity/retrieval_metrics/utils.py
tensorflow_similarity/samplers/__init__.py
tensorflow_similarity/samplers/memory_samplers.py
tensorflow_similarity/samplers/samplers.py
tensorflow_similarity/samplers/tfdataset_samplers.py
tensorflow_similarity/samplers/tfrecords_samplers.py
tensorflow_similarity/samplers/utils.py
tensorflow_similarity/search/__init__.py
tensorflow_similarity/search/nmslib_search.py
tensorflow_similarity/search/search.py
tensorflow_similarity/stores/__init__.py
tensorflow_similarity/stores/memory_store.py
tensorflow_similarity/stores/store.py
tensorflow_similarity/training_metrics/__init__.py
tensorflow_similarity/training_metrics/contrastive_metrics.py
tensorflow_similarity/training_metrics/distance_metrics.py
tensorflow_similarity/training_metrics/utils.py
tensorflow_similarity/visualization/__init__.py
tensorflow_similarity/visualization/confusion_matrix_viz.py
tensorflow_similarity/visualization/neighbors_viz.py
tensorflow_similarity/visualization/projector.py
tensorflow_similarity/visualization/vizualize_views.py
tensorflow_similarity/visualization/projector_v2/.gitignore
tensorflow_similarity/visualization/projector_v2/README.md
tensorflow_similarity/visualization/projector_v2/index.ts
tensorflow_similarity/visualization/projector_v2/package.json
tensorflow_similarity/visualization/projector_v2/tsconfig.json
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tensorflow_similarity/visualization/projector_v2/views/settings.ts
tests/__init__.py
tests/conftest.py
tests/test_algebra.py
tests/test_callbacks.py
tests/test_distances.py
tests/test_indexer.py
tests/test_layers.py
tests/test_losses.py
tests/test_model.py
tests/test_schedules.py
tests/test_utils.py
tests/architectures/__init__.py
tests/architectures/test_efficientnet.py
tests/classification_metrics/__init__.py
tests/classification_metrics/test_classification_metrics.py
tests/data/generate_calibration_data.py
tests/data/mnist_fashion_embeddings.npz
tests/evaluators/__init__.py
tests/evaluators/test_memory_evaluator.py
tests/integration/test_basic_flow.py
tests/integration/test_multihead.py
tests/integration/test_readme_minimal.py
tests/integration/test_tfdataset_application.py
tests/matchers/__init__.py
tests/matchers/test_classification_match.py
tests/matchers/test_majority_vote.py
tests/matchers/test_match_nearest.py
tests/retrieval_metrics/__init__.py
tests/retrieval_metrics/test_bndcg.py
tests/retrieval_metrics/test_map_at_k.py
tests/retrieval_metrics/test_precision_at_k.py
tests/retrieval_metrics/test_recall_at_k.py
tests/retrieval_metrics/test_retrieval_metric.py
tests/samplers/__init__.py
tests/samplers/test_memory_samplers.py
tests/samplers/test_tfdataset_samplers.py
tests/samplers/test_tfrecord_samplers.py
tests/search/__init__.py
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tests/stores/test_memory_store.py
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tests/training_metrics/test_distance_metrics.py
tests/visualization/__init__.py
tests/visualization/test_confusion_matrix.py
tests/visualization/test_neighbors_viz.py
tfsim_nightly.egg-info/PKG-INFO
tfsim_nightly.egg-info/SOURCES.txt
tfsim_nightly.egg-info/dependency_links.txt
tfsim_nightly.egg-info/requires.txt
tfsim_nightly.egg-info/top_level.txt