Utility Functions

• distributed
  • all_gather()
  • all_gather_with_grad()
• environment
  • check_package_availability()
  • get_device_name()
  • is_accelerate_available()
  • is_datasets_available()
  • is_training_available()
  • suggest_extra_on_exception()
• file_io
  • disabled_tqdm
  • http_get()
  • is_sentence_transformer_model()
  • load_dir_path()
  • load_file_path()
• hard_negatives
  • mine_hard_negatives()
• misc
  • disable_datasets_caching()
  • disable_logging()
  • fullname()
  • import_from_string()
• quantization
  • quantize_embeddings()
  • semantic_search_faiss()
  • semantic_search_usearch()
• retrieval
  • community_detection()
  • information_retrieval()
  • paraphrase_mining()
  • paraphrase_mining_embeddings()
  • semantic_search()
• similarity
  • SimilarityFunction
    • SimilarityFunction.possible_values()
    • SimilarityFunction.to_similarity_fn()
    • SimilarityFunction.to_similarity_pairwise_fn()
  • cos_sim()
  • dot_score()
  • euclidean_sim()
  • manhattan_sim()
  • pairwise_angle_sim()
  • pairwise_cos_sim()
  • pairwise_dot_score()
  • pairwise_euclidean_sim()
  • pairwise_manhattan_sim()
  • pytorch_cos_sim()
• tensor
  • batch_to_device()
  • compute_count_vector()
  • normalize_embeddings()
  • select_max_active_dims()
  • truncate_embeddings()