TELF

• TELF package
  • Subpackages
    • TELF.factorization package
      • Subpackages
        • TELF.factorization.decompositions package
          • Subpackages
            • TELF.factorization.decompositions.utilities package
              • Submodules
              • TELF.factorization.decompositions.utilities.bool_clustering module
              • TELF.factorization.decompositions.utilities.bool_noise module
              • TELF.factorization.decompositions.utilities.clustering module
                • custom_bool_clustering()
                • custom_k_means()
              • TELF.factorization.decompositions.utilities.concensus_matrix module
                • compute_connectivity_mat()
                • compute_consensus_matrix()
                • reorder_con_mat()
              • TELF.factorization.decompositions.utilities.data_reshaping module
                • fold()
                • move_axis()
                • unfold()
              • TELF.factorization.decompositions.utilities.generic_utils module
                • bary_proj()
                • get_cupyx()
                • get_np()
                • get_scipy()
                • grid_eval()
                • update_opts()
              • TELF.factorization.decompositions.utilities.math_utils module
                • bary_coords()
                • fro_norm()
                • get_pac()
                • kl_divergence()
                • masked_nmf()
                • nan_to_num()
                • norm_X()
                • nz_indices()
                • prune()
                • relative_error()
                • relative_error_rescal()
                • relative_trinmf_error()
                • sparse_divide_product()
                • sparse_dot_product()
                • unprune()
              • TELF.factorization.decompositions.utilities.nnsvd module
                • nnsvd()
              • TELF.factorization.decompositions.utilities.resample module
                • boolean()
                • poisson()
                • uniform_product()
              • TELF.factorization.decompositions.utilities.silhouettes module
                • silhouettes()
                • silhouettes_with_distance()
              • Module contents
          • Submodules
          • TELF.factorization.decompositions.nmf_fro_admm module
            • H_update()
            • W_update()
            • nmf()
          • TELF.factorization.decompositions.nmf_fro_mu module
            • H_update()
            • W_update()
            • nmf()
          • TELF.factorization.decompositions.nmf_kl_admm module
            • H_update()
            • W_update()
            • nmf()
          • TELF.factorization.decompositions.nmf_kl_mu module
            • H_update()
            • W_update()
            • nmf()
          • TELF.factorization.decompositions.nmf_mc_fro_mu module
            • H_update_ADMM()
            • H_update_MU()
            • W_update_ADMM()
            • W_update_MU()
            • coord_desc_thresh()
            • coord_desc_thresh_onefactor()
            • find_thres_WH()
            • nmf()
            • nmf_with_ADMM()
            • old_find_thres_WH()
            • old_nmf()
            • roc_W_H()
            • thres_norm()
          • TELF.factorization.decompositions.rescal_fro_mu module
            • A_update()
            • R_update()
            • rescal()
          • TELF.factorization.decompositions.tri_nmf_fro_mu module
            • H_update()
            • S_update()
            • W_update()
            • trinmf()
          • Module contents
        • TELF.factorization.utilities package
          • Submodules
          • TELF.factorization.utilities.clustering module
            • H_clustering()
            • plot_H_clustering()
          • TELF.factorization.utilities.co_occurance_matrix module
            • co_occurrence()
          • TELF.factorization.utilities.organize_n_jobs module
            • organize_devices()
            • organize_n_jobs()
          • TELF.factorization.utilities.plot_NMFk module
            • plot_BNMFk()
            • plot_NMFk()
            • plot_RESCALk()
            • plot_SymNMFk()
            • plot_consensus_mat()
            • plot_cophenetic_coeff()
          • TELF.factorization.utilities.pvalue_analysis module
            • pvalue_analysis()
          • TELF.factorization.utilities.sppmi_matrix module
            • sppmi()
          • TELF.factorization.utilities.take_note module
            • append_to_note()
            • format_note()
            • take_note()
            • take_note_fmat()
          • TELF.factorization.utilities.vectorize module
            • count()
            • tfidf()
          • Module contents
      • Submodules
      • TELF.factorization.NMFk module
        • NMFk
          • NMFk.fit()
      • TELF.factorization.RESCALk module
        • RESCALk
          • RESCALk.fit()
      • TELF.factorization.TriNMFk module
        • TriNMFk
          • TriNMFk.fit_nmfk()
          • TriNMFk.fit_tri_nmfk()
      • Module contents
    • TELF.pre_processing package
      • Subpackages
        • TELF.pre_processing.Beaver package
          • Submodules
          • TELF.pre_processing.Beaver.beaver module
            • Beaver
              • Beaver.SUPPORTED_OUTPUT_FORMATS
              • Beaver.citation_tensor()
              • Beaver.coauthor_tensor()
              • Beaver.cocitation_tensor()
              • Beaver.cooccurrence_matrix()
              • Beaver.documents_words()
              • Beaver.get_ngrams()
              • Beaver.get_vocabulary()
              • Beaver.n_jobs
              • Beaver.n_nodes
              • Beaver.participation_tensor()
              • Beaver.something_words()
              • Beaver.something_words_time()
          • TELF.pre_processing.Beaver.cooccurrence module
            • co_occurrence()
          • TELF.pre_processing.Beaver.sppmi module
            • sppmi()
          • TELF.pre_processing.Beaver.tenmat module
            • fold()
            • unfold()
          • TELF.pre_processing.Beaver.vectorize module
            • count()
            • tfidf()
          • Module contents
        • TELF.pre_processing.Vulture package
          • Subpackages
            • TELF.pre_processing.Vulture.tokens_analysis package
              • Submodules
              • TELF.pre_processing.Vulture.tokens_analysis.top_words module
                • get_top_words()
              • Module contents
          • Submodules
          • TELF.pre_processing.Vulture.modules module
          • TELF.pre_processing.Vulture.vulture module
            • Vulture
              • Vulture.DEFAULT_OPERATOR_PIPELINE
              • Vulture.DEFAULT_PIPELINE
              • Vulture.PARALLEL_BACKEND_OPTIONS
              • Vulture.cache
              • Vulture.clean()
              • Vulture.clean_dataframe()
              • Vulture.n_jobs
              • Vulture.n_nodes
              • Vulture.operate()
              • Vulture.parallel_backend
              • Vulture.save_path
              • Vulture.use_mpi()
              • Vulture.verbose
            • chunk_tuple_list()
          • Module contents
      • Module contents
  • Submodules
  • TELF.version module
  • Module contents