Index

A

add_new_topic_keyword() (topicgpt.TopicPrompting.TopicPrompting method)

C

cluster_and_reduce() (topicgpt.Clustering.Clustering_and_DimRed method) cluster_hdbscan() (topicgpt.Clustering.Clustering_and_DimRed method) Clustering_and_DimRed (class in topicgpt.Clustering) combine_topics() (topicgpt.TopicPrompting.TopicPrompting method) compute_bow_representation() (topicgpt.ExtractTopWords.ExtractTopWords method) compute_centroid_similarity() (topicgpt.ExtractTopWords.ExtractTopWords method) compute_corpus_vocab() (topicgpt.ExtractTopWords.ExtractTopWords method)

compute_embedding_similarity_centroids() (topicgpt.ExtractTopWords.ExtractTopWords method) compute_embeddings() (topicgpt.TopicGPT.TopicGPT method) compute_number_of_tokens() (topicgpt.GetEmbeddingsOpenAI.GetEmbeddingsOpenAI method) compute_word_topic_mat() (topicgpt.ExtractTopWords.ExtractTopWords method) compute_word_topic_mat_old() (topicgpt.ExtractTopWords.ExtractTopWords method) compute_words_topics() (topicgpt.ExtractTopWords.ExtractTopWords method) convert_api_res_list() (topicgpt.GetEmbeddingsOpenAI.GetEmbeddingsOpenAI method) count_tokens_api_message() (topicgpt.TopwordEnhancement.TopwordEnhancement method)

D

delete_topic() (topicgpt.TopicPrompting.TopicPrompting method) describe_and_name_topics() (in module topicgpt.TopicRepresentation) describe_topic_document_sampling_str() (topicgpt.TopwordEnhancement.TopwordEnhancement method) describe_topic_documents_completion_object() (topicgpt.TopwordEnhancement.TopwordEnhancement method)

describe_topic_documents_sampling_completion_object() (topicgpt.TopwordEnhancement.TopwordEnhancement method) describe_topic_topwords_completion_object() (topicgpt.TopwordEnhancement.TopwordEnhancement method) describe_topic_topwords_str() (topicgpt.TopwordEnhancement.TopwordEnhancement method) describe_topics() (topicgpt.TopicGPT.TopicGPT method)

E

embed_vocab_openAI() (topicgpt.ExtractTopWords.ExtractTopWords method) extract_and_describe_topic_cos_sim() (in module topicgpt.TopicRepresentation) extract_and_describe_topics() (in module topicgpt.TopicRepresentation) extract_centroid() (topicgpt.ExtractTopWords.ExtractTopWords method) extract_centroids() (topicgpt.ExtractTopWords.ExtractTopWords method) extract_describe_topics_labels_vocab() (in module topicgpt.TopicRepresentation) extract_topic_cos_sim() (in module topicgpt.TopicRepresentation)

extract_topics() (in module topicgpt.TopicRepresentation) (topicgpt.TopicGPT.TopicGPT method) extract_topics_labels_vocab() (in module topicgpt.TopicRepresentation) extract_topics_no_new_vocab_computation() (in module topicgpt.TopicRepresentation) extract_topwords_centroid_similarity() (topicgpt.ExtractTopWords.ExtractTopWords method) extract_topwords_tfidf() (topicgpt.ExtractTopWords.ExtractTopWords method) ExtractTopWords (class in topicgpt.ExtractTopWords)

F

fit() (topicgpt.TopicGPT.TopicGPT method)

G

general_prompt() (topicgpt.TopicPrompting.TopicPrompting method) generate_topic_name_str() (topicgpt.TopwordEnhancement.TopwordEnhancement method) get_embeddings() (topicgpt.GetEmbeddingsOpenAI.GetEmbeddingsOpenAI method) get_embeddings_doc_split() (topicgpt.GetEmbeddingsOpenAI.GetEmbeddingsOpenAI method)

get_most_similar_docs() (topicgpt.ExtractTopWords.ExtractTopWords method) get_topic_information() (topicgpt.TopicPrompting.TopicPrompting method) get_topic_lis() (topicgpt.TopicPrompting.TopicPrompting method) GetEmbeddingsOpenAI (class in topicgpt.GetEmbeddingsOpenAI)

I

identify_topic_idx() (topicgpt.TopicPrompting.TopicPrompting method)

K

knn_search() (topicgpt.TopicPrompting.TopicPrompting method)

M

make_api_call() (topicgpt.GetEmbeddingsOpenAI.GetEmbeddingsOpenAI method) module topicgpt topicgpt.Clustering topicgpt.ExtractTopWords topicgpt.GetEmbeddingsOpenAI topicgpt.TopicGPT topicgpt.TopicPrompting topicgpt.TopicRepresentation topicgpt.TopwordEnhancement

N

num_tokens_from_string() (topicgpt.GetEmbeddingsOpenAI.GetEmbeddingsOpenAI static method)

P

pprompt() (topicgpt.TopicGPT.TopicGPT method) print_topics() (topicgpt.TopicGPT.TopicGPT method)

prompt() (topicgpt.TopicGPT.TopicGPT method) prompt_knn_search() (topicgpt.TopicPrompting.TopicPrompting method)

R

reduce_dimensions_umap() (topicgpt.Clustering.Clustering_and_DimRed method) reindex_topic_lis() (topicgpt.TopicPrompting.TopicPrompting method)

reindex_topics() (topicgpt.TopicPrompting.TopicPrompting method) repr_topics() (topicgpt.TopicGPT.TopicGPT method)

S

sample_identity() (topicgpt.TopwordEnhancement.TopwordEnhancement static method) sample_poisson() (topicgpt.TopwordEnhancement.TopwordEnhancement static method) sample_uniform() (topicgpt.TopwordEnhancement.TopwordEnhancement static method) save_embeddings() (topicgpt.TopicGPT.TopicGPT method) set_topic_description() (topicgpt.TopicRepresentation.Topic method) set_topic_lis() (topicgpt.TopicPrompting.TopicPrompting method) set_topic_name() (topicgpt.TopicRepresentation.Topic method)

show_topic_lis() (topicgpt.TopicPrompting.TopicPrompting method) split_doc() (topicgpt.GetEmbeddingsOpenAI.GetEmbeddingsOpenAI method) split_long_docs() (topicgpt.GetEmbeddingsOpenAI.GetEmbeddingsOpenAI method) split_topic_hdbscan() (topicgpt.TopicPrompting.TopicPrompting method) split_topic_keywords() (topicgpt.TopicPrompting.TopicPrompting method) split_topic_kmeans() (topicgpt.TopicPrompting.TopicPrompting method) split_topic_new_assignments() (topicgpt.TopicPrompting.TopicPrompting method) split_topic_single_keyword() (topicgpt.TopicPrompting.TopicPrompting method)

T

to_dict() (topicgpt.TopicRepresentation.Topic method) to_json() (topicgpt.TopicRepresentation.Topic method) Topic (class in topicgpt.TopicRepresentation) topic_lis_to_json() (in module topicgpt.TopicRepresentation) topic_to_json() (in module topicgpt.TopicRepresentation) topicgpt module TopicGPT (class in topicgpt.TopicGPT) topicgpt.Clustering module topicgpt.ExtractTopWords module

topicgpt.GetEmbeddingsOpenAI module topicgpt.TopicGPT module topicgpt.TopicPrompting module topicgpt.TopicRepresentation module topicgpt.TopwordEnhancement module TopicPrompting (class in topicgpt.TopicPrompting) TopwordEnhancement (class in topicgpt.TopwordEnhancement)

U

umap_diagnostics() (topicgpt.Clustering.Clustering_and_DimRed method)

V

visualize_clusters() (topicgpt.TopicGPT.TopicGPT method)

visualize_clusters_dynamic() (topicgpt.Clustering.Clustering_and_DimRed method) visualize_clusters_static() (topicgpt.Clustering.Clustering_and_DimRed method)