Index

Symbols

--backend-param annif-eval command line option annif-index command line option annif-learn command line option annif-optimize command line option annif-suggest command line option annif-train command line option --bash annif-completion command line option --cached annif-train command line option --commit-message annif-upload command line option --docs-limit annif-eval command line option annif-hyperopt command line option annif-learn command line option annif-optimize command line option annif-suggest command line option annif-train command line option --fish annif-completion command line option --force annif-download command line option annif-index command line option annif-load-vocab command line option --host annif-run command line option --jobs annif-eval command line option annif-hyperopt command line option annif-optimize command line option annif-train command line option --language annif-index command line option annif-load-vocab command line option annif-suggest command line option --limit annif-eval command line option annif-index command line option annif-suggest command line option --log-level annif-run command line option --metric annif-eval command line option annif-hyperopt command line option --metrics-file annif-eval command line option --modelcard annif-upload command line option --no-cached annif-train command line option --no-force annif-index command line option --no-modelcard annif-upload command line option --port annif-run command line option --projects annif-clear command line option annif-download command line option annif-eval command line option annif-hyperopt command line option annif-index command line option annif-learn command line option annif-list-projects command line option annif-list-vocabs command line option annif-load-vocab command line option annif-optimize command line option annif-show-project command line option annif-suggest command line option annif-train command line option annif-upload command line option --results-file annif-eval command line option annif-hyperopt command line option --revision annif-download command line option annif-upload command line option --suffix annif-index command line option --threshold annif-eval command line option annif-index command line option annif-suggest command line option --token annif-download command line option annif-upload command line option --trials annif-hyperopt command line option --trust-repo annif-download command line option --verbosity annif-clear command line option annif-download command line option annif-eval command line option annif-hyperopt command line option annif-index command line option annif-learn command line option annif-list-projects command line option, [1] annif-list-vocabs command line option, [1] annif-load-vocab command line option annif-optimize command line option annif-run command line option annif-show-project command line option annif-suggest command line option annif-train command line option annif-upload command line option

--zsh annif-completion command line option -b annif-eval command line option annif-index command line option annif-learn command line option annif-optimize command line option annif-suggest command line option annif-train command line option -C annif-train command line option -c annif-train command line option -d annif-eval command line option annif-hyperopt command line option annif-learn command line option annif-optimize command line option annif-suggest command line option annif-train command line option -F annif-index command line option -f annif-download command line option annif-index command line option annif-load-vocab command line option -j annif-eval command line option annif-hyperopt command line option annif-optimize command line option annif-train command line option -L annif-index command line option annif-load-vocab command line option annif-suggest command line option -l annif-eval command line option annif-index command line option annif-suggest command line option -M annif-eval command line option -m annif-eval command line option annif-hyperopt command line option -p annif-clear command line option annif-download command line option annif-eval command line option annif-hyperopt command line option annif-index command line option annif-learn command line option annif-list-projects command line option annif-list-vocabs command line option annif-load-vocab command line option annif-optimize command line option annif-show-project command line option annif-suggest command line option annif-train command line option annif-upload command line option -r annif-eval command line option annif-hyperopt command line option -s annif-index command line option -T annif-hyperopt command line option -t annif-eval command line option annif-index command line option annif-suggest command line option -v annif-clear command line option annif-download command line option annif-eval command line option annif-hyperopt command line option annif-index command line option annif-learn command line option annif-list-projects command line option, [1] annif-list-vocabs command line option, [1] annif-load-vocab command line option annif-optimize command line option annif-run command line option annif-show-project command line option annif-suggest command line option annif-train command line option annif-upload command line option

A

Access (class in annif.project) active (annif.corpus.subject.SubjectIndex property) (annif.corpus.SubjectIndex property) add() (annif.lexical.tokenset.TokenSetIndex method) add_sample() (annif.backend.nn_ensemble.LMDBSequence method) ambiguity (annif.lexical.mllm.Candidate attribute) (annif.lexical.mllm.Feature attribute) (annif.lexical.mllm.Match attribute) analyzer (annif.project.AnnifProject property) Analyzer (class in annif.analyzer.analyzer) annif module annif-clear command line option --projects --verbosity -p -v PROJECT_ID annif-completion command line option --bash --fish --zsh annif-detect-language command line option LANGUAGES PATHS annif-download command line option --force --projects --revision --token --trust-repo --verbosity -f -p -v PROJECT_IDS_PATTERN REPO_ID annif-eval command line option --backend-param --docs-limit --jobs --limit --metric --metrics-file --projects --results-file --threshold --verbosity -b -d -j -l -m -M -p -r -t -v PATHS PROJECT_ID annif-hyperopt command line option --docs-limit --jobs --metric --projects --results-file --trials --verbosity -d -j -m -p -r -T -v PATHS PROJECT_ID annif-index command line option --backend-param --force --language --limit --no-force --projects --suffix --threshold --verbosity -b -f -F -l -L -p -s -t -v DIRECTORY PROJECT_ID annif-learn command line option --backend-param --docs-limit --projects --verbosity -b -d -p -v PATHS PROJECT_ID annif-list-projects command line option --projects --verbosity, [1] -p -v, [1] annif-list-vocabs command line option --projects --verbosity, [1] -p -v, [1] annif-load-vocab command line option --force --language --projects --verbosity -f -L -p -v SUBJECTFILE VOCAB_ID annif-optimize command line option --backend-param --docs-limit --jobs --projects --verbosity -b -d -j -p -v PATHS PROJECT_ID annif-run command line option --host --log-level --port --verbosity -v annif-show-project command line option --projects --verbosity -p -v PROJECT_ID annif-suggest command line option --backend-param --docs-limit --language --limit --projects --threshold --verbosity -b -d -l -L -p -t -v PATHS PROJECT_ID

annif-train command line option --backend-param --cached --docs-limit --jobs --no-cached --projects --verbosity -b -c -C -d -j -p -v PATHS PROJECT_ID annif-upload command line option --commit-message --modelcard --no-modelcard --projects --revision --token --verbosity -p -v PROJECT_IDS_PATTERN REPO_ID annif.analyzer module annif.analyzer.analyzer module annif.analyzer.estnltk module annif.analyzer.simple module annif.analyzer.simplemma module annif.analyzer.snowball module annif.analyzer.spacy module annif.analyzer.voikko module annif.backend module annif.backend.backend module annif.backend.dummy module annif.backend.ensemble module annif.backend.fasttext module annif.backend.http module annif.backend.hyperopt module annif.backend.mixins module annif.backend.mllm module annif.backend.nn_ensemble module annif.backend.omikuji module annif.backend.pav module annif.backend.stwfsa module annif.backend.svc module annif.backend.tfidf module annif.backend.yake module annif.cli module annif.cli_util module annif.config module annif.corpus module annif.corpus.combine module annif.corpus.document module annif.corpus.skos module annif.corpus.subject module annif.corpus.types module annif.datadir module annif.default_config module annif.eval module annif.exception module annif.hfh_util module annif.lexical module annif.lexical.mllm module annif.lexical.tokenset module annif.lexical.util module annif.openapi module annif.openapi.validation module annif.parallel module annif.project module annif.registry module annif.rest module annif.simplemma_util module annif.suggestion module annif.transform module annif.transform.inputlimiter module annif.transform.langfilter module annif.transform.transform module annif.util module annif.views module annif.vocab module AnnifBackend (class in annif.backend.backend) AnnifConfigCFG (class in annif.config) AnnifConfigDirectory (class in annif.config) AnnifConfigTOML (class in annif.config) AnnifException AnnifHyperoptBackend (class in annif.backend.hyperopt) AnnifLearningBackend (class in annif.backend.backend) AnnifProject (class in annif.project) AnnifRegistry (class in annif.registry) AnnifVocabulary (class in annif.vocab) append() (annif.corpus.subject.SubjectIndex method) (annif.corpus.SubjectIndex method) args (annif.parallel.BaseWorker attribute) as_graph() (annif.vocab.AnnifVocabulary method) as_vector() (annif.corpus.subject.SubjectSet method) (annif.corpus.SubjectSet method) (annif.suggestion.SuggestionResult method) atomic_save() (in module annif.util)

B

backend (annif.project.AnnifProject property) backend_param_option() (in module annif.cli_util) BaseEnsembleBackend (class in annif.backend.ensemble) BaseTransform (class in annif.transform.transform) BaseWorker (class in annif.parallel) boolean() (in module annif.util)

broader (annif.lexical.mllm.Feature attribute) (annif.lexical.mllm.ModelData attribute) BUFFER_SIZE (annif.backend.tfidf.SubjectBuffer attribute) by_label() (annif.corpus.subject.SubjectIndex method) (annif.corpus.SubjectIndex method) by_uri() (annif.corpus.subject.SubjectIndex method) (annif.corpus.SubjectIndex method)

C

call() (annif.backend.nn_ensemble.MeanLayer method) Candidate (class in annif.lexical.mllm) candidates_to_features() (annif.lexical.mllm.MLLMFeatureConverter class method) (in module annif.lexical.mllm) check_config() (in module annif.config) check_is_download_allowed() (in module annif.hfh_util) ChunkingBackend (class in annif.backend.mixins) cleanup_uri() (in module annif.util) collection (annif.lexical.mllm.Feature attribute) (annif.lexical.mllm.ModelData attribute) CombinedCorpus (class in annif.corpus) (class in annif.corpus.combine) common_options() (in module annif.cli_util) complete_param() (in module annif.cli_util)

concepts (annif.corpus.skos.SubjectFileSKOS property) (annif.corpus.SubjectFileSKOS property) Config (class in annif.default_config) ConfigurationException conflate_matches() (in module annif.lexical.mllm) contains() (annif.lexical.tokenset.TokenSet method) contains_uri() (annif.corpus.subject.SubjectIndex method) (annif.corpus.SubjectIndex method) copy_project_config() (in module annif.hfh_util) create_app() (in module annif) create_cx_app() (in module annif) create_flask_app() (in module annif) create_vectorizer() (annif.backend.mixins.TfidfVectorizerMixin method) CustomRequestBodyValidator (class in annif.openapi.validation)

D

datadir (annif.datadir.DatadirMixin property) DATADIR (annif.default_config.Config attribute) (annif.default_config.TestingConfig attribute) DatadirMixin (class in annif.datadir) dcg_score() (in module annif.eval) DEBUG (annif.default_config.Config attribute) (annif.default_config.DevelopmentConfig attribute) debug() (annif.backend.backend.AnnifBackend method) DEFAULT_ACCESS (annif.project.AnnifProject attribute) DEFAULT_PARAMETERS (annif.backend.backend.AnnifBackend attribute) (annif.backend.fasttext.FastTextBackend attribute) (annif.backend.mixins.ChunkingBackend attribute) (annif.backend.mllm.MLLMBackend attribute) (annif.backend.nn_ensemble.NNEnsembleBackend attribute) (annif.backend.omikuji.OmikujiBackend attribute) (annif.backend.pav.PAVBackend attribute) (annif.backend.stwfsa.StwfsaBackend attribute) (annif.backend.svc.SVCBackend attribute) (annif.backend.yake.YakeBackend attribute) default_params() (annif.backend.backend.AnnifBackend method) (annif.backend.fasttext.FastTextBackend method) (annif.backend.mixins.ChunkingBackend method) deprecated_ids() (annif.corpus.subject.SubjectIndex method) (annif.corpus.SubjectIndex method) detect_language() (in module annif.rest) (in module annif.simplemma_util) DevelopmentConfig (class in annif.default_config) DIRECTORY annif-index command line option DOC_BATCH_SIZE (annif.corpus.types.DocumentCorpus attribute) doc_batches (annif.corpus.types.DocumentCorpus property)

doc_freq (annif.lexical.mllm.Feature attribute) (annif.lexical.mllm.ModelData attribute) doc_length (annif.lexical.mllm.Candidate attribute) (annif.lexical.mllm.Feature attribute) docs_limit_option() (in module annif.cli_util) Document (class in annif.corpus) (class in annif.corpus.types) DocumentCorpus (class in annif.corpus.types) DocumentDirectory (class in annif.corpus) (class in annif.corpus.document) DocumentFile (class in annif.corpus) (class in annif.corpus.document) DocumentList (class in annif.corpus) (class in annif.corpus.document) documents (annif.corpus.combine.CombinedCorpus property) (annif.corpus.CombinedCorpus property) (annif.corpus.document.DocumentDirectory property) (annif.corpus.document.DocumentFile property) (annif.corpus.document.DocumentList property) (annif.corpus.document.LimitingDocumentCorpus property) (annif.corpus.document.TransformingDocumentCorpus property) (annif.corpus.DocumentDirectory property) (annif.corpus.DocumentFile property) (annif.corpus.DocumentList property) (annif.corpus.LimitingDocumentCorpus property) (annif.corpus.TransformingDocumentCorpus property) (annif.corpus.types.DocumentCorpus property) download_from_hf_hub() (in module annif.hfh_util) DummyBackend (class in annif.backend.dummy) dump() (annif.project.AnnifProject method) DuplicateFilter (class in annif.util)

E

EnsembleBackend (class in annif.backend.ensemble) EnsembleOptimizer (class in annif.backend.ensemble)

EstNLTKAnalyzer (class in annif.analyzer.estnltk) evaluate_many() (annif.eval.EvaluationBatch method) EvaluationBatch (class in annif.eval)

F

false_negatives() (in module annif.eval) false_positives() (in module annif.eval) FASTTEXT_PARAMS (annif.backend.fasttext.FastTextBackend attribute) FastTextBackend (class in annif.backend.fasttext) Feature (class in annif.lexical.mllm) filter() (annif.suggestion.SuggestionBatch method) (annif.suggestion.SuggestionResults method) (annif.util.DuplicateFilter method) filter_suggestion() (in module annif.suggestion) find_config() (in module annif.config)

first_occ (annif.lexical.mllm.Candidate attribute) (annif.lexical.mllm.Feature attribute) flush() (annif.backend.tfidf.SubjectBuffer method) format_datetime() (in module annif.cli_util) format_message() (annif.exception.AnnifException method) freq (annif.lexical.mllm.Candidate attribute) (annif.lexical.mllm.Feature attribute) from_averaged() (annif.suggestion.SuggestionBatch class method) from_sequence() (annif.suggestion.SuggestionBatch class method) from_string() (annif.corpus.subject.SubjectSet class method) (annif.corpus.SubjectSet class method)

G

generate_candidates() (annif.lexical.mllm.MLLMCandidateGenerator class method) (annif.lexical.mllm.MLLMModel method) (in module annif.lexical.mllm) generate_filter_params() (in module annif.cli_util) get_analyzer() (in module annif.analyzer) get_backend() (in module annif.backend) get_concept_labels() (annif.corpus.skos.SubjectFileSKOS method) (annif.corpus.SubjectFileSKOS method) get_hp_optimizer() (annif.backend.ensemble.EnsembleBackend method) (annif.backend.hyperopt.AnnifHyperoptBackend method) (annif.backend.mllm.MLLMBackend method) get_language_detector() (in module annif.simplemma_util) get_matching_project_ids_from_hf_hub() (in module annif.hfh_util) get_matching_projects() (in module annif.hfh_util)

get_model_metadata() (annif.backend.nn_ensemble.NNEnsembleBackend method) get_pool() (in module annif.parallel) get_project() (annif.registry.AnnifRegistry method) (in module annif.cli_util) (in module annif.registry) get_projects() (annif.registry.AnnifRegistry method) (in module annif.registry) get_subject_labels() (in module annif.lexical.util) get_transform() (in module annif.transform) get_vocab() (annif.registry.AnnifRegistry method) (in module annif.cli_util) (in module annif.registry) get_vocab_id_from_config() (in module annif.hfh_util) get_vocabs() (in module annif.registry)

H

headers (annif.backend.http.HTTPBackend property) hidden (annif.project.Access attribute) home() (in module annif.views)

HPRecommendation (class in annif.backend.hyperopt) HTTPBackend (class in annif.backend.http) hyperopt() (annif.project.AnnifProject method) HyperparameterOptimizer (class in annif.backend.hyperopt)

I

identity() (in module annif.util) IdentityTransform (class in annif.transform.transform) idf (annif.lexical.mllm.ModelData attribute) idx_to_key() (in module annif.backend.nn_ensemble) INDEX_FILE (annif.backend.tfidf.TFIDFBackend attribute) (annif.backend.yake.YakeBackend attribute) INDEX_FILENAME_CSV (annif.vocab.AnnifVocabulary attribute) INDEX_FILENAME_DUMP (annif.vocab.AnnifVocabulary attribute) INDEX_FILENAME_TTL (annif.vocab.AnnifVocabulary attribute) info() (annif.backend.backend.AnnifBackend method) init() (annif.parallel.BaseWorker class method) initialize() (annif.backend.backend.AnnifBackend method) (annif.backend.dummy.DummyBackend method) (annif.backend.ensemble.BaseEnsembleBackend method) (annif.backend.fasttext.FastTextBackend method) (annif.backend.mllm.MLLMBackend method) (annif.backend.nn_ensemble.NNEnsembleBackend method) (annif.backend.omikuji.OmikujiBackend method) (annif.backend.pav.PAVBackend method) (annif.backend.stwfsa.StwfsaBackend method) (annif.backend.svc.SVCBackend method) (annif.backend.tfidf.TFIDFBackend method) (annif.backend.yake.YakeBackend method) (annif.project.AnnifProject method) INITIALIZE_PROJECTS (annif.default_config.Config attribute) (annif.default_config.ProductionConfig attribute) (annif.default_config.TestingInitializeConfig attribute)

initialize_projects() (in module annif.registry) initialize_vectorizer() (annif.backend.mixins.TfidfVectorizerMixin method) initialized (annif.backend.dummy.DummyBackend attribute) (annif.project.AnnifProject attribute) InputLimiter (class in annif.transform.inputlimiter) is_available() (annif.analyzer.analyzer.Analyzer static method) (annif.analyzer.estnltk.EstNLTKAnalyzer static method) (annif.analyzer.spacy.SpacyAnalyzer static method) (annif.analyzer.voikko.VoikkoAnalyzer static method) is_csv_file() (annif.corpus.subject.SubjectFileCSV static method) (annif.corpus.SubjectFileCSV static method) is_empty() (annif.corpus.types.DocumentCorpus method) is_pref (annif.lexical.mllm.Candidate attribute) (annif.lexical.mllm.Feature attribute) (annif.lexical.mllm.Match attribute) (annif.lexical.mllm.Term attribute) is_rdf_file() (annif.corpus.skos.SubjectFileSKOS static method) (annif.corpus.SubjectFileSKOS static method) is_trained (annif.backend.backend.AnnifBackend property) (annif.backend.dummy.DummyBackend attribute) (annif.backend.ensemble.EnsembleBackend property) (annif.backend.http.HTTPBackend property) (annif.backend.yake.YakeBackend property) (annif.project.AnnifProject property) is_valid_token() (annif.analyzer.analyzer.Analyzer method)

K

key_to_idx() (in module annif.backend.nn_ensemble)

L

label (annif.lexical.mllm.Term attribute) label_types (annif.backend.yake.YakeBackend property) labels (annif.corpus.Subject attribute) (annif.corpus.types.Subject attribute) LangFilter (class in annif.transform.langfilter) language_not_supported_error() (in module annif.rest) LANGUAGES annif-detect-language command line option languages (annif.corpus.skos.SubjectFileSKOS property) (annif.corpus.subject.SubjectFileCSV property) (annif.corpus.subject.SubjectFileTSV property) (annif.corpus.subject.SubjectIndex property) (annif.corpus.SubjectFileCSV property) (annif.corpus.SubjectFileSKOS property) (annif.corpus.SubjectFileTSV property) (annif.corpus.SubjectIndex property) (annif.corpus.types.SubjectCorpus property) (annif.vocab.AnnifVocabulary property)

last_occ (annif.lexical.mllm.Candidate attribute) (annif.lexical.mllm.Feature attribute) learn() (annif.backend.backend.AnnifLearningBackend method) (annif.project.AnnifProject method) (in module annif.rest) LimitingDocumentCorpus (class in annif.corpus) (class in annif.corpus.document) lines (annif.backend.hyperopt.HPRecommendation attribute) list_projects() (in module annif.rest) LMDB_FILE (annif.backend.nn_ensemble.NNEnsembleBackend attribute) LMDBSequence (class in annif.backend.nn_ensemble) load() (annif.corpus.subject.SubjectIndex class method) (annif.corpus.SubjectIndex class method) (annif.lexical.mllm.MLLMModel static method) load_subjects() (annif.corpus.subject.SubjectIndex method) (annif.corpus.SubjectIndex method) load_vocabulary() (annif.vocab.AnnifVocabulary method)

M

make_collection_matrix() (in module annif.lexical.util) make_list_template() (in module annif.cli_util) make_relation_matrix() (in module annif.lexical.util) Match (class in annif.lexical.mllm) MAX_FORM_MEMORY_SIZE (annif.default_config.Config attribute) MeanLayer (class in annif.backend.nn_ensemble) metric_code() (in module annif.util) MLLMBackend (class in annif.backend.mllm) MLLMCandidateGenerator (class in annif.lexical.mllm) MLLMFeatureConverter (class in annif.lexical.mllm) MLLMModel (class in annif.lexical.mllm) MLLMOptimizer (class in annif.backend.mllm) MODEL_FILE (annif.backend.fasttext.FastTextBackend attribute) (annif.backend.mllm.MLLMBackend attribute) (annif.backend.nn_ensemble.NNEnsembleBackend attribute) (annif.backend.omikuji.OmikujiBackend attribute) (annif.backend.stwfsa.StwfsaBackend attribute) (annif.backend.svc.SVCBackend attribute) MODEL_FILE_PREFIX (annif.backend.pav.PAVBackend attribute) ModelData (class in annif.lexical.mllm) modification_time (annif.backend.backend.AnnifBackend property) (annif.backend.dummy.DummyBackend attribute) (annif.backend.ensemble.EnsembleBackend property) (annif.backend.http.HTTPBackend property) (annif.project.AnnifProject property) module annif annif.analyzer annif.analyzer.analyzer annif.analyzer.estnltk annif.analyzer.simple annif.analyzer.simplemma annif.analyzer.snowball annif.analyzer.spacy annif.analyzer.voikko annif.backend annif.backend.backend annif.backend.dummy annif.backend.ensemble annif.backend.fasttext annif.backend.http annif.backend.hyperopt annif.backend.mixins annif.backend.mllm annif.backend.nn_ensemble annif.backend.omikuji annif.backend.pav annif.backend.stwfsa annif.backend.svc annif.backend.tfidf annif.backend.yake annif.cli annif.cli_util annif.config annif.corpus annif.corpus.combine annif.corpus.document annif.corpus.skos annif.corpus.subject annif.corpus.types annif.datadir annif.default_config annif.eval annif.exception annif.hfh_util annif.lexical annif.lexical.mllm annif.lexical.tokenset annif.lexical.util annif.openapi annif.openapi.validation annif.parallel annif.project annif.registry annif.rest annif.simplemma_util annif.suggestion annif.transform annif.transform.inputlimiter annif.transform.langfilter annif.transform.transform annif.util annif.views annif.vocab

N

n_tokens (annif.lexical.mllm.Candidate attribute) (annif.lexical.mllm.Feature attribute) (annif.lexical.mllm.Match attribute) name (annif.analyzer.analyzer.Analyzer attribute) (annif.analyzer.estnltk.EstNLTKAnalyzer attribute) (annif.analyzer.simple.SimpleAnalyzer attribute) (annif.analyzer.simplemma.SimplemmaAnalyzer attribute) (annif.analyzer.snowball.SnowballAnalyzer attribute) (annif.analyzer.spacy.SpacyAnalyzer attribute) (annif.analyzer.voikko.VoikkoAnalyzer attribute) (annif.backend.backend.AnnifBackend attribute) (annif.backend.dummy.DummyBackend attribute) (annif.backend.ensemble.EnsembleBackend attribute) (annif.backend.fasttext.FastTextBackend attribute) (annif.backend.http.HTTPBackend attribute) (annif.backend.mllm.MLLMBackend attribute) (annif.backend.nn_ensemble.NNEnsembleBackend attribute) (annif.backend.omikuji.OmikujiBackend attribute) (annif.backend.pav.PAVBackend attribute) (annif.backend.stwfsa.StwfsaBackend attribute) (annif.backend.svc.SVCBackend attribute) (annif.backend.tfidf.TFIDFBackend attribute) (annif.backend.yake.YakeBackend attribute) (annif.transform.inputlimiter.InputLimiter attribute) (annif.transform.langfilter.LangFilter attribute) (annif.transform.transform.BaseTransform attribute) (annif.transform.transform.IdentityTransform attribute)

narrower (annif.lexical.mllm.Feature attribute) (annif.lexical.mllm.ModelData attribute) ndcg_score() (in module annif.eval) NNEnsembleBackend (class in annif.backend.nn_ensemble) notation (annif.corpus.Subject attribute) (annif.corpus.types.Subject attribute) NotInitializedException NotSupportedException

O

OmikujiBackend (class in annif.backend.omikuji) open_documents() (in module annif.cli_util) open_text_documents() (in module annif.cli_util)

OperationFailedException optimize() (annif.backend.hyperopt.HyperparameterOptimizer method) output_result_per_subject() (annif.eval.EvaluationBatch method)

P

params (annif.backend.backend.AnnifBackend property) parse_args() (in module annif.util) parse_backend_params() (in module annif.cli_util) parse_config() (in module annif.config) parse_sources() (in module annif.util) parse_specs() (in module annif.transform) PATHS annif-detect-language command line option annif-eval command line option annif-hyperopt command line option annif-learn command line option annif-optimize command line option annif-suggest command line option annif-train command line option PAVBackend (class in annif.backend.pav) pos (annif.lexical.mllm.Match attribute) predict() (annif.lexical.mllm.MLLMModel method) PREF_LABEL_PROPERTIES (annif.corpus.skos.SubjectFileSKOS attribute) (annif.corpus.SubjectFileSKOS attribute) prefix (annif.exception.AnnifException attribute) (annif.exception.ConfigurationException attribute) (annif.exception.NotInitializedException attribute) (annif.exception.NotSupportedException attribute) (annif.exception.OperationFailedException attribute) prepare_commits() (in module annif.hfh_util) prepare_train() (annif.lexical.mllm.MLLMModel method) private (annif.project.Access attribute)

ProductionConfig (class in annif.default_config) PROJECT_ID annif-clear command line option annif-eval command line option annif-hyperopt command line option annif-index command line option annif-learn command line option annif-optimize command line option annif-show-project command line option annif-suggest command line option annif-train command line option project_id() (in module annif.cli_util) project_ids (annif.config.AnnifConfigCFG property) (annif.config.AnnifConfigDirectory property) (annif.config.AnnifConfigTOML property) PROJECT_IDS_PATTERN annif-download command line option annif-upload command line option project_not_found_error() (in module annif.rest) PROJECTS_CONFIG_PATH (annif.default_config.Config attribute) (annif.default_config.TestingConfig attribute) (annif.default_config.TestingDirectoryConfig attribute) (annif.default_config.TestingInvalidProjectsConfig attribute) (annif.default_config.TestingNoProjectsConfig attribute) (annif.default_config.TestingTOMLConfig attribute) ProjectSuggestMap (class in annif.parallel) public (annif.project.Access attribute)

R

read() (annif.backend.tfidf.SubjectBuffer method) register_analyzer() (in module annif.analyzer) related (annif.lexical.mllm.Feature attribute) (annif.lexical.mllm.ModelData attribute)

remove_model_data() (annif.project.AnnifProject method) REPO_ID annif-download command line option annif-upload command line option results() (annif.eval.EvaluationBatch method)

S

save() (annif.corpus.subject.SubjectIndex method) (annif.corpus.SubjectIndex method) (annif.lexical.mllm.MLLMModel method) save_skos() (annif.corpus.skos.SubjectFileSKOS method) (annif.corpus.subject.SubjectFileCSV method) (annif.corpus.subject.SubjectFileTSV method) (annif.corpus.SubjectFileCSV method) (annif.corpus.SubjectFileSKOS method) (annif.corpus.SubjectFileTSV method) (annif.corpus.types.SubjectCorpus method) score (annif.backend.hyperopt.HPRecommendation attribute) (annif.suggestion.SubjectSuggestion attribute) search() (annif.lexical.tokenset.TokenSetIndex method) serialize_subjects_to_skos() (in module annif.corpus.skos) server_error() (in module annif.rest) show_hits() (in module annif.cli_util) show_info() (in module annif.rest) show_project() (in module annif.rest) SimpleAnalyzer (class in annif.analyzer.simple) SimplemmaAnalyzer (class in annif.analyzer.simplemma) skos (annif.vocab.AnnifVocabulary property) SnowballAnalyzer (class in annif.analyzer.snowball) SpacyAnalyzer (class in annif.analyzer.spacy) spread (annif.lexical.mllm.Candidate attribute) (annif.lexical.mllm.Feature attribute) STWFSA_PARAMETERS (annif.backend.stwfsa.StwfsaBackend attribute) StwfsaBackend (class in annif.backend.stwfsa) subj_freq (annif.lexical.mllm.Feature attribute) (annif.lexical.mllm.ModelData attribute) Subject (class in annif.corpus) (class in annif.corpus.types) subject_id (annif.backend.dummy.DummyBackend attribute) (annif.lexical.mllm.Candidate attribute) (annif.lexical.mllm.Match attribute) (annif.lexical.mllm.Term attribute) (annif.suggestion.SubjectSuggestion attribute)

subject_set (annif.corpus.Document attribute) (annif.corpus.types.Document attribute) SubjectBuffer (class in annif.backend.tfidf) SubjectCorpus (class in annif.corpus.types) SUBJECTFILE annif-load-vocab command line option SubjectFileCSV (class in annif.corpus) (class in annif.corpus.subject) SubjectFileSKOS (class in annif.corpus) (class in annif.corpus.skos) SubjectFileTSV (class in annif.corpus) (class in annif.corpus.subject) SubjectIndex (class in annif.corpus) (class in annif.corpus.subject) subjects (annif.corpus.skos.SubjectFileSKOS property) (annif.corpus.subject.SubjectFileCSV property) (annif.corpus.subject.SubjectFileTSV property) (annif.corpus.SubjectFileCSV property) (annif.corpus.SubjectFileSKOS property) (annif.corpus.SubjectFileTSV property) (annif.corpus.types.SubjectCorpus property) (annif.project.AnnifProject property) (annif.vocab.AnnifVocabulary property) SubjectSet (class in annif.corpus) (class in annif.corpus.subject) SubjectSuggestion (class in annif.suggestion) suggest() (annif.backend.backend.AnnifBackend method) (annif.parallel.ProjectSuggestMap method) (annif.project.AnnifProject method) (in module annif.rest) suggest_batch() (annif.parallel.ProjectSuggestMap method) (in module annif.rest) suggest_corpus() (annif.project.AnnifProject method) SuggestionBatch (class in annif.suggestion) SuggestionResult (class in annif.suggestion) SuggestionResults (class in annif.suggestion) SVCBackend (class in annif.backend.svc)

T

Term (class in annif.lexical.mllm) TESTING (annif.default_config.Config attribute) (annif.default_config.TestingConfig attribute) TestingConfig (class in annif.default_config) TestingDirectoryConfig (class in annif.default_config) TestingInitializeConfig (class in annif.default_config) TestingInvalidProjectsConfig (class in annif.default_config) TestingNoProjectsConfig (class in annif.default_config) TestingTOMLConfig (class in annif.default_config) text (annif.corpus.Document attribute) (annif.corpus.types.Document attribute) tfidf (annif.lexical.mllm.Feature attribute) TFIDFBackend (class in annif.backend.tfidf) TfidfVectorizerMixin (class in annif.backend.mixins) token_min_length (annif.analyzer.analyzer.Analyzer attribute) tokenize_sentences() (annif.analyzer.analyzer.Analyzer method) tokenize_words() (annif.analyzer.analyzer.Analyzer method) (annif.analyzer.estnltk.EstNLTKAnalyzer method) (annif.analyzer.spacy.SpacyAnalyzer method)

TokenSet (class in annif.lexical.tokenset) TokenSetIndex (class in annif.lexical.tokenset) train() (annif.backend.backend.AnnifBackend method) (annif.lexical.mllm.MLLMModel method) (annif.project.AnnifProject method) TRAIN_FILE (annif.backend.fasttext.FastTextBackend attribute) (annif.backend.mllm.MLLMBackend attribute) (annif.backend.omikuji.OmikujiBackend attribute) transform (annif.project.AnnifProject property) transform_corpus() (annif.transform.transform.TransformChain method) transform_fn() (annif.transform.inputlimiter.InputLimiter method) (annif.transform.langfilter.LangFilter method) (annif.transform.transform.BaseTransform method) (annif.transform.transform.IdentityTransform method) transform_text() (annif.transform.transform.TransformChain method) TransformChain (class in annif.transform.transform) TransformingDocumentCorpus (class in annif.corpus) (class in annif.corpus.document) TrialWriter (class in annif.backend.hyperopt) true_positives() (in module annif.eval)

U

unzip_archive() (in module annif.hfh_util) upsert_modelcard() (in module annif.hfh_util)

uri (annif.corpus.Subject attribute) (annif.corpus.types.Subject attribute)

V

vector_to_suggestions() (in module annif.suggestion) vectorizer (annif.backend.mixins.TfidfVectorizerMixin attribute) VECTORIZER_FILE (annif.backend.mixins.TfidfVectorizerMixin attribute) vocab (annif.project.AnnifProject property)

VOCAB_ID annif-load-vocab command line option vocab_lang (annif.project.AnnifProject property) VoikkoAnalyzer (class in annif.analyzer.voikko)

W

warning() (annif.backend.backend.AnnifBackend method)

write() (annif.backend.hyperopt.TrialWriter method) (annif.backend.tfidf.SubjectBuffer method)

Y

YakeBackend (class in annif.backend.yake)