API for transforEmotion
Sentiment Analysis for Text, Image and Video using Transformer Models

Global functions
.compute_accuracy Source code
.compute_auroc Source code
.compute_binary_auroc Source code
.compute_classification_metrics Source code
.compute_confusion_matrix Source code
.compute_ece Source code
.compute_krippendorff_alpha Source code
.compute_micro_precision Source code
.compute_micro_recall Source code
.configure_uv_env Source code
.create_evaluation_summary Source code
.create_metrics_table Source code
.create_per_class_breakdown Source code
.hf_get_token Source code
.hf_prompt_token Source code
.infer_emotion_classes Source code
.init_builtin_models Man page Source code
.is_hf_auth_error Source code
.load_flat_structure_data Source code
.onAttach Source code
.onLoad Source code
.prepare_plot_data Source code
.validate_evaluation_input Source code
.vision_model_registry Man page
MASS_mvrnorm Man page Source code
`%||%` Source code Source code Source code
add_vision_model Man page Source code
aggregate_structured_results Source code
as_rag_table Man page Source code
auto_device Source code
bad_classes_message Source code
bm25_retriever_handler Source code
calculate_gpu_memory Source code
calculate_moving_average Man page Source code
check_findingemo_quality Man page Source code
check_nvidia_gpu Man page Source code
colortext Source code
combine_image_results Source code
combine_vad_results Source code
combine_video_results Source code
compute_weighted_vad Source code
content_cleanup Source code
cosine Source code
create_evaluation_dataset Source code
delete_transformer Man page Source code
detect_input_type Source code
dlo_dynamics Man page Source code
download_findingemo_data Man page Source code
emotions Man page
emoxicon_scores Man page Source code
emphasize Man page Source code
ensure_hf_auth_for_gemma Source code
ensure_te_py_env Source code
ensure_uv_available Source code
error.report Source code
evaluate_emotions Man page Source code
extract_first_json_object Source code
extract_high_pole_score Source code
extract_json_objects Source code
extract_predictions_from_rag Source code
format_labels_for_classification Source code
generate_observables Man page Source code
generate_q Man page Source code
get_cpu_memory Source code
get_directory_reader Source code
get_document_class Source code
get_gpu_memory Source code
get_huggingface_llm Source code
get_prompt_template Source code
get_registered_retriever Source code
get_retriever_query_engine Source code
get_vad_definitions Source code
get_vad_labels Source code
get_vad_lexicon Source code
get_vad_simple_labels Source code
get_vector_store_index Source code
get_vision_model_config Man page Source code
image_scores Man page Source code
image_scores_dir Man page Source code
install_uv_interactive Source code
is_vision_model_registered Man page Source code
keep_alphanumeric Source code
list_vision_models Man page Source code
load_findingemo_annotations Man page Source code
lookup_emotion_vad Source code
map_discrete_to_vad Man page Source code
map_to_emo8 Man page Source code
neo_ipip_extraversion Man page
nlp_scores Man page Source code
non_text_warning Source code
normalize_label Source code
parse_rag_json Man page Source code
parse_single_label_json Source code
pleias_response_cleanup Source code
plot.emotion_evaluation Man page Source code
plot_sim_emotions Man page Source code
prepare_findingemo_evaluation Man page Source code
preprocess_text Source code
print.emotion_evaluation Man page Source code
print.rag Source code
process_dataframe_input Source code
process_list_input Source code
punctuate Man page Source code
punctuation_spaces Source code
rag Man page Source code
rag_json_schema Source code
rag_json_utils Man page
rag_retrievers Man page
rag_sentemo Man page Source code
register_retriever Man page Source code
register_vision_model Man page Source code
remove_escapes Source code
remove_repeated Source code
remove_stop_words Source code
remove_vision_model Man page Source code Source code
remove_whitespace Source code
resolve_retriever_engine Source code
response_cleanup Source code
run_query Source code
run_vad_classification Source code
sentence_similarity Man page Source code
set_default_embedding Source code
setup_gpu_modules Man page Source code
setup_hf_llm Source code
setup_llama2 Source code
setup_miniconda Man page Source code
setup_mistral Source code
setup_modules Man page Source code
setup_ollama_model Source code
setup_openchat Source code
setup_orca2 Source code
setup_phi2 Source code
setup_popular_models Man page Source code
setup_tinyllama Source code
show_vision_models Man page Source code
silent_call Source code
simulate_video Man page Source code
stop_words Man page
strip_code_fence Source code
styletext Source code
summary.emotion_evaluation Man page Source code
summary.rag Source code
system2 Source code
te_cleanup_default_venv Man page Source code
te_ensure_uv_available Source code
te_should_use_gpu Source code
textsymbol Source code
tinytrolls Man page
transforEmotion Man page
transforEmotion-package Man page
transformer_scores Man page Source code
uv_is_available Source code
vad_scores Man page Source code
validate_rag_json Man page Source code
validate_rag_predictions Man page Source code
validate_vad_labels Source code
vector_retriever_handler Source code
video_scores Man page Source code
with_hf_token Source code
without_hf_token Source code
transforEmotion documentation built on Jan. 8, 2026, 5:06 p.m.