SYMBOL INDEX (64 symbols across 7 files)

FILE: evalify/evalify.py
  class Experiment (line 39) | class Experiment:
    method __init__ (line 78) | def __init__(
    method __call__ (line 92) | def __call__(self, *args: Any, **kwds: Any) -> Any:
    method _validate_args (line 96) | def _validate_args(
    method _get_pairs (line 169) | def _get_pairs(
    method run (line 219) | def run(
    method find_optimal_cutoff (line 306) | def find_optimal_cutoff(self) -> dict:
    method threshold_at_fpr (line 334) | def threshold_at_fpr(self, fpr: float) -> dict:
    method get_binary_prediction (line 389) | def get_binary_prediction(self, metric: str, threshold: float) -> pd.S...
    method evaluate_at_threshold (line 406) | def evaluate_at_threshold(self, threshold: float, metric: str) -> dict:
    method check_experiment_run (line 446) | def check_experiment_run(self, metric: Optional[str] = None) -> bool:
    method roc_auc (line 466) | def roc_auc(self) -> OrderedDict:
    method predicted_as_similarity (line 488) | def predicted_as_similarity(self, metric: str) -> pd.Series:
    method eer (line 509) | def eer(self) -> OrderedDict:
    method tar_at_far (line 548) | def tar_at_far(self, far_values: List[float]) -> OrderedDict:

FILE: evalify/metrics.py
  function _inner1d (line 11) | def _inner1d(A, B):
  function cosine_similarity (line 26) | def cosine_similarity(embs, ix, iy, norms, return_distance=False, **kwar...
  function euclidean_distance_l2 (line 49) | def euclidean_distance_l2(embs, ix, iy, norms, **kwargs):
  function minkowski_distance (line 70) | def minkowski_distance(embs, ix, iy, p, **kwargs):
  function pearson_similarity (line 89) | def pearson_similarity(embs, ix, iy, **kwargs):

FILE: evalify/utils.py
  function _validate_vectors (line 9) | def _validate_vectors(X, y):
  function _calc_available_memory (line 21) | def _calc_available_memory():
  function calculate_best_batch_size (line 27) | def calculate_best_batch_size(X, available_mem=None):

FILE: tests/test_evalify.py
  class TestEvalify (line 13) | class TestEvalify(unittest.TestCase):
    method setUp (line 16) | def setUp(self):
    method test_run_euclidean_distance (line 25) | def test_run_euclidean_distance(self):
    method test_run_cosine_similarity (line 34) | def test_run_cosine_similarity(self):
    method test_run_all_metrics_separated (line 40) | def test_run_all_metrics_separated(self):
    method test_run_all_metrics_combined (line 46) | def test_run_all_metrics_combined(self):
    method test_run_full_class_samples (line 52) | def test_run_full_class_samples(self):
    method test_run_custom_class_samples (line 64) | def test_run_custom_class_samples(self):
    method test_run_shuffle (line 80) | def test_run_shuffle(self):
    method test_run_no_batch_size (line 89) | def test_run_no_batch_size(self):
    method test_run_return_embeddings (line 99) | def test_run_return_embeddings(self):
    method test_run_evaluate_at_threshold (line 105) | def test_run_evaluate_at_threshold(self):
    method test_run_find_optimal_cutoff (line 117) | def test_run_find_optimal_cutoff(self):
    method test_run_get_roc_auc (line 129) | def test_run_get_roc_auc(self):
    method test_run_predicted_as_similarity (line 142) | def test_run_predicted_as_similarity(self):
    method test_run_find_threshold_at_fpr (line 153) | def test_run_find_threshold_at_fpr(self):
    method test_run_calculate_eer (line 172) | def test_run_calculate_eer(self):
    method test__call__ (line 186) | def test__call__(self):
    method test_run_errors (line 193) | def test_run_errors(self):

FILE: tests/test_experiment_real_data.py
  class TestExperimentRealDataSmall (line 13) | class TestExperimentRealDataSmall(unittest.TestCase):
    method setUp (line 16) | def setUp(self):
    method test_number_of_samples (line 43) | def test_number_of_samples(self):
    method test_roc_auc (line 53) | def test_roc_auc(self):
    method test_threshold_at_fpr (line 83) | def test_threshold_at_fpr(self):
    method test_eer (line 141) | def test_eer(self):
    method test_tar_at_far (line 186) | def test_tar_at_far(self):

FILE: tests/test_metrics.py
  class TestMetrics (line 13) | class TestMetrics(unittest.TestCase):
    method setUp (line 16) | def setUp(self):
    method test_cosine_similarity (line 27) | def test_cosine_similarity(self):
    method test_pearson_similarity (line 39) | def test_pearson_similarity(self):
    method test_euclidean_distance (line 51) | def test_euclidean_distance(self):
    method test_euclidean_distance_l2 (line 67) | def test_euclidean_distance_l2(self):
    method test_minkowski_distance_distance (line 88) | def test_minkowski_distance_distance(self):
    method test_manhattan_distance_distance (line 105) | def test_manhattan_distance_distance(self):
    method test_chebyshev_distance_distance (line 121) | def test_chebyshev_distance_distance(self):

FILE: tests/test_utils.py
  class TestUtils (line 11) | class TestUtils(unittest.TestCase):
    method setUp (line 14) | def setUp(self):
    method tearDown (line 23) | def tearDown(self):
    method test_validate_vectors (line 26) | def test_validate_vectors(self):
    method test_calculate_best_batch_size (line 34) | def test_calculate_best_batch_size(self):
    method test_run_errors (line 39) | def test_run_errors(self):