LICENSE
README.md
pyproject.toml
manta/__init__.py
manta/cli.py
manta/config.py
manta/manta_entry.py
manta/optimization_entry.py
manta/_functions/__init__.py
manta/_functions/common_language/__init__.py
manta/_functions/common_language/emoji_processor.py
manta/_functions/common_language/ngram_bpe.py
manta/_functions/common_language/ngram_tokenizer_wrapper.py
manta/_functions/common_language/ngram_wordpiece.py
manta/_functions/common_language/topic_extractor.py
manta/_functions/english/__init__.py
manta/_functions/english/english_entry.py
manta/_functions/english/english_nmf_core.py
manta/_functions/english/english_preprocessor.py
manta/_functions/english/english_text_encoder.py
manta/_functions/english/english_topic_analyzer.py
manta/_functions/english/english_topic_output.py
manta/_functions/english/english_vocabulary.py
manta/_functions/nmf/__init__.py
manta/_functions/nmf/nmf_basic.py
manta/_functions/nmf/nmf_initialization.py
manta/_functions/nmf/nmf_orchestrator.py
manta/_functions/nmf/nmf_projective_basic.py
manta/_functions/nmf/nmf_projective_enhanced.py
manta/_functions/nmf/nmtf/__init__.py
manta/_functions/nmf/nmtf/example_usage.py
manta/_functions/nmf/nmtf/extract_nmtf_topics.py
manta/_functions/nmf/nmtf/nmtf.py
manta/_functions/nmf/nmtf/nmtf_init.py
manta/_functions/nmf/nmtf/nmtf_util.py
manta/_functions/nmf/other/hierarchical_nmf.py
manta/_functions/nmf/other/nmf_onlineNMF.py
manta/_functions/nmf/other/symmetric_nmf.py
manta/_functions/tfidf/__init__.py
manta/_functions/tfidf/tfidf_bm25_turkish.py
manta/_functions/tfidf/tfidf_english_calculator.py
manta/_functions/tfidf/tfidf_idf_functions.py
manta/_functions/tfidf/tfidf_tf_functions.py
manta/_functions/tfidf/tfidf_turkish_calculator.py
manta/_functions/turkish/__init__.py
manta/_functions/turkish/turkish_entry.py
manta/_functions/turkish/turkish_preprocessor.py
manta/_functions/turkish/turkish_text_encoder.py
manta/_functions/turkish/turkish_tokenizer_factory.py
manta/pipeline/__init__.py
manta/pipeline/data_pipeline.py
manta/pipeline/modeling_pipeline.py
manta/pipeline/optimization_pipeline.py
manta/pipeline/output_pipeline.py
manta/pipeline/text_pipeline.py
manta/utils/__init__.py
manta/utils/cache_manager.py
manta/utils/hierarchy_nmf.py
manta/utils/processing_utils.py
manta/utils/agent/__init__.py
manta/utils/agent/claude_prompt_generator.py
manta/utils/analysis/__init__.py
manta/utils/analysis/coherence_score.py
manta/utils/analysis/distance_two_words.py
manta/utils/analysis/dominant_topic.py
manta/utils/analysis/gensim_coherence.py
manta/utils/analysis/nmf_coherence.py
manta/utils/analysis/nmf_llm_prompt.py
manta/utils/analysis/relevance_scorer.py
manta/utils/analysis/s_matrix_llm_prompt.py
manta/utils/analysis/topic_correlation.py
manta/utils/analysis/topic_similarity.py
manta/utils/analysis/umass_test.py
manta/utils/analysis/word_cooccurrence.py
manta/utils/analysis/word_cooccurrence_analyzer.py
manta/utils/console/__init__.py
manta/utils/console/console_manager.py
manta/utils/database/__init__.py
manta/utils/database/database_manager.py
manta/utils/database/save_topics_db.py
manta/utils/export/__init__.py
manta/utils/export/export_excel.py
manta/utils/export/json_to_excel.py
manta/utils/export/optimization_results.py
manta/utils/export/save_doc_score_pair.py
manta/utils/export/save_s_matrix.py
manta/utils/export/save_word_score_pair.py
manta/utils/other/__init__.py
manta/utils/other/backup.py
manta/utils/other/bench_2.py
manta/utils/other/clean_text_wordpiece.py
manta/utils/other/duplicate.py
manta/utils/other/example_cooccurrence_usage.py
manta/utils/other/generator_test.py
manta/utils/other/redis_bridge.py
manta/utils/other/test_new_cooccurrence.py
manta/utils/other/test_scoring_methods.py
manta/utils/other/wordpiece_demo.py
manta/utils/preprocess/__init__.py
manta/utils/preprocess/combine_number_suffix.py
manta/utils/visualization/__init__.py
manta/utils/visualization/coherence_plot.py
manta/utils/visualization/create_interactive_temporal.py
manta/utils/visualization/create_interactive_violin.py
manta/utils/visualization/gen_cloud.py
manta/utils/visualization/manta_ldavis_output.py
manta/utils/visualization/s_matrix_graph.py
manta/utils/visualization/topic_dist.py
manta/utils/visualization/topic_similarity_heatmap.py
manta/utils/visualization/topic_space_graph_output.py
manta/utils/visualization/topic_space_graph_output_old.py
manta/utils/visualization/topic_temporal_dist.py
manta/utils/visualization/tsne_graph_output.py
manta/utils/visualization/tsne_graph_output_optimized.py
manta/utils/visualization/tsne_optimized.py
manta/utils/visualization/umap_graph_output.py
manta/utils/visualization/violin_plot.py
manta/utils/visualization/violin_plots_test.py
manta/utils/visualization/visualization_helpers.py
manta/utils/visualization/visualizer.py
manta/utils/visualization/word_tsne_output.py
manta/utils/visualization/misc/__init__.py
manta_benchmark/__init__.py
manta_benchmark/run.py
manta_benchmark/backend/__init__.py
manta_benchmark/backend/benchmark_runner.py
manta_benchmark/backend/database.py
manta_benchmark/backend/main.py
manta_benchmark/backend/models.py
manta_benchmark/backend/schemas.py
manta_benchmark/backend/api/__init__.py
manta_benchmark/backend/api/benchmarks.py
manta_benchmark/backend/api/comparisons.py
manta_benchmark/backend/api/datasets.py
manta_benchmark/frontend/__init__.py
manta_benchmark/frontend/app.py
manta_benchmark/frontend/pages/1_Dashboard.py
manta_benchmark/frontend/pages/2_New_Benchmark.py
manta_benchmark/frontend/pages/3_Results.py
manta_benchmark/frontend/pages/4_Compare.py
manta_benchmark/frontend/pages/5_Datasets.py
manta_benchmark/frontend/pages/6_Benchmarks.py
manta_benchmark/frontend/utils/__init__.py
manta_benchmark/frontend/utils/api_client.py
manta_topic_modelling.egg-info/PKG-INFO
manta_topic_modelling.egg-info/SOURCES.txt
manta_topic_modelling.egg-info/dependency_links.txt
manta_topic_modelling.egg-info/entry_points.txt
manta_topic_modelling.egg-info/requires.txt
manta_topic_modelling.egg-info/top_level.txt