Index

Symbols

--ai command line option --balancer command line option --certfile asreview-lab command line option --classifier command line option --config-file command line option --config-path asreview-lab command line option --embedding command line option --enable-auth asreview-lab command line option --feature-extractor command line option --help asreview-lab command line option --host asreview-lab command line option --keyfile asreview-lab command line option --n-prior-excluded command line option --n-prior-included command line option --n-query command line option --n-stop command line option --no-browser asreview-lab command line option --output command line option

--port asreview-lab command line option --port-retries asreview-lab command line option --prior-idx command line option --prior-record-id command line option --prior-seed command line option --querier command line option --salt asreview-lab command line option --secret-key asreview-lab command line option --seed command line option --skip-update-check asreview-lab command line option --verbose command line option -b command line option -c command line option -e command line option -h asreview-lab command line option -o command line option -q command line option -v command line option

A

abstract (asreview.Record attribute) Active learning model ActiveLearningCycle (class in asreview) ActiveLearningCycleData (class in asreview) add_dataset() (asreview.Project method) add_feature_matrix() (asreview.Project method) add_last_ranking() (asreview.Database method) add_records() (asreview.DataStore method) add_review() (asreview.Project method) append() (asreview.datasets.BaseDataGroup method) (asreview.datasets.SynergyDataGroup method) apply() (asreview.models.classifiers.RandomForest method) asreview module asreview-lab command line option --certfile --config-path --enable-auth --help --host --keyfile --no-browser --port --port-retries --salt --secret-key --skip-update-check -h ASREVIEW_PATH asreview.data module asreview.data.base module asreview.datasets module asreview.metrics module asreview.models module asreview.models.balancers module

asreview.models.classifiers module asreview.models.feature_extractors module asreview.models.queriers module asreview.models.stoppers module ASREVIEW_LAB_ALLOW_ACCOUNT_CREATION command line option ASREVIEW_LAB_AUTHENTICATION command line option ASREVIEW_LAB_CONFIG_PATH command line option ASREVIEW_LAB_CORS_* command line option ASREVIEW_LAB_EMAIL_VERIFICATION command line option ASREVIEW_LAB_MAIL_* command line option ASREVIEW_LAB_OAUTH command line option ASREVIEW_LAB_POST_LOGOUT_URL command line option ASREVIEW_LAB_RE_CAPTCHA_V3 command line option ASREVIEW_LAB_REMEMBER_COOKIE_* command line option ASREVIEW_LAB_REMOTE_USER command line option ASREVIEW_LAB_SECRET_KEY command line option ASREVIEW_LAB_SECURITY_PASSWORD_SALT command line option ASREVIEW_LAB_SQLALCHEMY_DATABASE_URI command line option ASREVIEW_PATH asreview-lab command line option authors (asreview.Record attribute)

B

Balanced (class in asreview.models.balancers) balancer (asreview.ActiveLearningCycleData attribute) balancer_param (asreview.ActiveLearningCycleData attribute)

BaseDataGroup (class in asreview.datasets) BaseDataSet (class in asreview.datasets) BaseReader (class in asreview.data.base)

C

caution (asreview.data.RISWriter attribute) classes_ (asreview.models.feature_extractors.OneHot property) (asreview.models.feature_extractors.Tfidf property) classifier (asreview.ActiveLearningCycleData attribute) classifier_param (asreview.ActiveLearningCycleData attribute) clean_data() (asreview.data.base.BaseReader class method) (asreview.data.CSVReader class method) (asreview.data.ExcelReader class method) (asreview.data.RISReader class method) CLI close() (asreview.Database method) (asreview.Project method) columns (asreview.DataStore property) command line option --ai --balancer --classifier --config-file --embedding --feature-extractor --n-prior-excluded --n-prior-included --n-query --n-stop --output --prior-idx --prior-record-id --prior-seed --querier --seed --verbose -b -c -e -o -q -v ASREVIEW_LAB_ALLOW_ACCOUNT_CREATION ASREVIEW_LAB_AUTHENTICATION ASREVIEW_LAB_CONFIG_PATH ASREVIEW_LAB_CORS_* ASREVIEW_LAB_EMAIL_VERIFICATION ASREVIEW_LAB_MAIL_* ASREVIEW_LAB_OAUTH ASREVIEW_LAB_POST_LOGOUT_URL ASREVIEW_LAB_RE_CAPTCHA_V3 ASREVIEW_LAB_REMEMBER_COOKIE_* ASREVIEW_LAB_REMOTE_USER ASREVIEW_LAB_SECRET_KEY ASREVIEW_LAB_SECURITY_PASSWORD_SALT ASREVIEW_LAB_SQLALCHEMY_DATABASE_URI dataset

compute_sample_weight() (asreview.models.balancers.Balanced method) config (asreview.Project property) create() (asreview.Project class method) create_tables() (asreview.Database method) (asreview.DataStore method) CSVReader (class in asreview.data) CSVWriter (class in asreview.data)

D

Database (class in asreview) Dataset dataset command line option dataset_id (asreview.Record attribute) dataset_row (asreview.Record attribute) DatasetManager (class in asreview.datasets) DataStore (class in asreview) db (asreview.Project property) decision_function() (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.SVM method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method)

decision_path() (asreview.models.classifiers.RandomForest method) delete_record() (asreview.DataStore method) delete_result() (asreview.Database method) densify() (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.SVM method) description (asreview.datasets.BaseDataGroup property) (asreview.datasets.SynergyDataGroup attribute) doi (asreview.Record attribute) duplicate_of (asreview.Record attribute)

E

ELAS environment variable ASREVIEW_LAB_TASK_MANAGER_HOST ASREVIEW_LAB_TASK_MANAGER_PORT ASREVIEW_LAB_TASK_MANAGER_WORKERS estimators_samples_ (asreview.models.classifiers.RandomForest property)

ExcelReader (class in asreview.data) ExcelWriter (class in asreview.data) exist_new_labeled_records (asreview.Database property) export() (asreview.Project method) Extension extensions() (in module asreview)

F

feature_extractor (asreview.ActiveLearningCycleData attribute) feature_extractor_param (asreview.ActiveLearningCycleData attribute) feature_importances_ (asreview.models.classifiers.RandomForest property) feature_matrices (asreview.Project property) feature_names_in_ (asreview.models.feature_extractors.OneHot property) (asreview.models.feature_extractors.Tfidf property) filename (asreview.datasets.BaseDataSet property) (asreview.datasets.SynergyDataSet property) find() (asreview.datasets.BaseDataGroup method) (asreview.datasets.DatasetManager method) (asreview.datasets.SynergyDataGroup method) fit() (asreview.ActiveLearningCycle method) (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.NaiveBayes method) (asreview.models.classifiers.RandomForest method) (asreview.models.classifiers.SVM method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method)

fit_predict() (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) fit_transform() (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) from_file() (asreview.ActiveLearningCycle class method) from_meta() (asreview.ActiveLearningCycle class method)

G

get_ai_config() (in module asreview.models) get_columns() (asreview.Record class method) get_decision_changes() (asreview.Database method) get_df() (asreview.DataStore method) get_extension() (in module asreview) get_feature_matrix() (asreview.Project method) get_feature_names_out() (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) get_groups() (asreview.DataStore method) get_input_data_reader() (asreview.Project method) get_last_ranking_table() (asreview.Database method) get_metadata_routing() (asreview.models.balancers.Balanced method) (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.NaiveBayes method) (asreview.models.classifiers.RandomForest method) (asreview.models.classifiers.SVM method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) (asreview.models.queriers.HybridMaxRandom method) (asreview.models.queriers.HybridMaxUncertainty method) (asreview.models.queriers.Max method) (asreview.models.queriers.Random method) (asreview.models.queriers.TopDown method) (asreview.models.queriers.Uncertainty method) (asreview.models.stoppers.IsFittable method) (asreview.models.stoppers.LastRelevant method) (asreview.models.stoppers.NConsecutiveIrrelevant method) (asreview.models.stoppers.NLabeled method) (asreview.models.stoppers.QuantileLabeled method) get_model_config() (asreview.Project method) get_n_query() (asreview.ActiveLearningCycle method)

get_pandas_dtype_mapping() (asreview.Record class method) get_params() (asreview.models.balancers.Balanced method) (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.NaiveBayes method) (asreview.models.classifiers.RandomForest method) (asreview.models.classifiers.SVM method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) (asreview.models.queriers.HybridMaxRandom method) (asreview.models.queriers.HybridMaxUncertainty method) (asreview.models.queriers.Max method) (asreview.models.queriers.Random method) (asreview.models.queriers.TopDown method) (asreview.models.queriers.Uncertainty method) (asreview.models.stoppers.IsFittable method) (asreview.models.stoppers.LastRelevant method) (asreview.models.stoppers.NConsecutiveIrrelevant method) (asreview.models.stoppers.NLabeled method) (asreview.models.stoppers.QuantileLabeled method) get_pending() (asreview.Database method) get_pool() (asreview.Database method) get_priors() (asreview.Database method) get_records() (asreview.DataStore method) get_results_record() (asreview.Database method) get_results_table() (asreview.Database method) get_review_error() (asreview.Project method) get_unlabeled() (asreview.Database method) group_id (asreview.datasets.BaseDataGroup property) (asreview.datasets.SynergyDataGroup attribute) (asreview.Record attribute) groups (asreview.datasets.DatasetManager property)

H

HybridMaxRandom (class in asreview.models.queriers)

HybridMaxUncertainty (class in asreview.models.queriers)

I

included (asreview.Record attribute) input_data_fp (asreview.Project property) inverse_transform() (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method)

is_empty() (asreview.DataStore method) is_project() (in module asreview) IsFittable (class in asreview.models.stoppers)

K

keywords (asreview.Record attribute)

L

label (asreview.data.CSVWriter attribute) (asreview.data.ExcelWriter attribute) (asreview.data.RISWriter attribute) (asreview.data.TSVWriter attribute) (asreview.models.balancers.Balanced attribute) (asreview.models.classifiers.Logistic attribute) (asreview.models.classifiers.NaiveBayes attribute) (asreview.models.classifiers.RandomForest attribute) (asreview.models.classifiers.SVM attribute) (asreview.models.feature_extractors.OneHot attribute) (asreview.models.feature_extractors.Tfidf attribute) (asreview.models.queriers.HybridMaxRandom attribute) (asreview.models.queriers.HybridMaxUncertainty attribute) (asreview.models.queriers.Max attribute) (asreview.models.queriers.Random attribute) (asreview.models.queriers.TopDown attribute) (asreview.models.queriers.Uncertainty attribute) (asreview.models.stoppers.IsFittable attribute) (asreview.models.stoppers.LastRelevant attribute) (asreview.models.stoppers.NConsecutiveIrrelevant attribute) (asreview.models.stoppers.NLabeled attribute) (asreview.models.stoppers.QuantileLabeled attribute)

label() (asreview.Simulate method) label_priors() (asreview.Project method) label_record() (asreview.Database method) Labeling tags LastRelevant (class in asreview.models.stoppers) list() (asreview.datasets.DatasetManager method) load() (asreview.Project class method) load_dataset() (in module asreview) load_extension() (in module asreview) Logistic (class in asreview.models.classifiers) loss() (in module asreview.metrics)

M

Max (class in asreview.models.queriers) metadata (asreview.Record attribute) mime_types (asreview.data.CSVReader attribute) (asreview.data.ExcelReader attribute) (asreview.data.RISReader attribute) MODE_SIMULATE (asreview.Project attribute) module asreview asreview.data asreview.data.base asreview.datasets asreview.metrics asreview.models asreview.models.balancers asreview.models.classifiers asreview.models.feature_extractors asreview.models.queriers asreview.models.stoppers

N

n_features_in_ (asreview.models.feature_extractors.OneHot property) (asreview.models.feature_extractors.Tfidf property) n_query (asreview.ActiveLearningCycleData attribute) NaiveBayes (class in asreview.models.classifiers) name (asreview.data.CSVWriter attribute) (asreview.data.ExcelWriter attribute) (asreview.data.RISWriter attribute) (asreview.data.TSVWriter attribute) (asreview.models.balancers.Balanced attribute) (asreview.models.classifiers.Logistic attribute) (asreview.models.classifiers.NaiveBayes attribute) (asreview.models.classifiers.RandomForest attribute) (asreview.models.classifiers.SVM attribute) (asreview.models.feature_extractors.OneHot attribute) (asreview.models.feature_extractors.Tfidf attribute) (asreview.models.queriers.HybridMaxRandom attribute) (asreview.models.queriers.HybridMaxUncertainty attribute) (asreview.models.queriers.Max attribute) (asreview.models.queriers.Random attribute) (asreview.models.queriers.TopDown attribute) (asreview.models.queriers.Uncertainty attribute) (asreview.models.stoppers.IsFittable attribute) (asreview.models.stoppers.LastRelevant attribute) (asreview.models.stoppers.NConsecutiveIrrelevant attribute) (asreview.models.stoppers.NLabeled attribute) (asreview.models.stoppers.QuantileLabeled attribute)

named_steps (asreview.models.feature_extractors.OneHot property) (asreview.models.feature_extractors.Tfidf property) NConsecutiveIrrelevant (class in asreview.models.stoppers) ndcg() (in module asreview.metrics) NLabeled (class in asreview.models.stoppers) Note

O

OneHot (class in asreview.models.feature_extractors)

open_db() (in module asreview)

P

pandas_dtype_mapping (asreview.DataStore property) partial_fit() (asreview.models.classifiers.NaiveBayes method) PATH_CONFIG (asreview.Project attribute) PATH_CONFIG_LOCK (asreview.Project attribute) PATH_DATA_DIR (asreview.Project attribute) PATH_DB (asreview.Project attribute) PATH_ERROR (asreview.Project attribute) PATH_FEATURE_MATRICES (asreview.Project attribute) predict() (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.NaiveBayes method) (asreview.models.classifiers.RandomForest method) (asreview.models.classifiers.SVM method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) predict_joint_log_proba() (asreview.models.classifiers.NaiveBayes method)

predict_log_proba() (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.NaiveBayes method) (asreview.models.classifiers.RandomForest method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) predict_proba() (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.NaiveBayes method) (asreview.models.classifiers.RandomForest method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) Prior knowledge Project (class in asreview) ProjectError ProjectNotFoundError

Q

QuantileLabeled (class in asreview.models.stoppers) querier (asreview.ActiveLearningCycleData attribute) querier_param (asreview.ActiveLearningCycleData attribute) query() (asreview.models.queriers.HybridMaxRandom method) (asreview.models.queriers.HybridMaxUncertainty method) (asreview.models.queriers.Max method) (asreview.models.queriers.Random method) (asreview.models.queriers.TopDown method) (asreview.models.queriers.Uncertainty method)

query_top_ranked() (asreview.Database method)

R

Random (class in asreview.models.queriers) RandomForest (class in asreview.models.classifiers) rank() (asreview.ActiveLearningCycle method) read_data() (asreview.data.base.BaseReader class method) (asreview.data.CSVReader class method) (asreview.data.ExcelReader class method) (asreview.data.RISReader class method) read_format (asreview.data.CSVReader attribute) (asreview.data.ExcelReader attribute) (asreview.data.RISReader attribute) read_input_data() (asreview.Project method) read_records() (asreview.data.base.BaseReader class method) (asreview.data.CSVReader class method) (asreview.data.ExcelReader class method) (asreview.data.RISReader class method)

reader (asreview.datasets.BaseDataSet property) (asreview.datasets.SynergyDataSet property) Record (class in asreview) record_id (asreview.Record attribute) record_table_name (asreview.Database property) registry (asreview.Record attribute) remove_dataset() (asreview.Project method) remove_review_error() (asreview.Project method) Review review (asreview.Project property) review() (asreview.Simulate method) RISReader (class in asreview.data) RISWriter (class in asreview.data)

S

score() (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.NaiveBayes method) (asreview.models.classifiers.RandomForest method) (asreview.models.classifiers.SVM method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) score_samples() (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) set_callbacks() (asreview.models.classifiers.Logistic method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) set_fit_request() (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.NaiveBayes method) (asreview.models.classifiers.RandomForest method) (asreview.models.classifiers.SVM method) set_groups() (asreview.DataStore method) set_output() (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) set_params() (asreview.models.balancers.Balanced method) (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.NaiveBayes method) (asreview.models.classifiers.RandomForest method) (asreview.models.classifiers.SVM method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) (asreview.models.queriers.HybridMaxRandom method) (asreview.models.queriers.HybridMaxUncertainty method) (asreview.models.queriers.Max method) (asreview.models.queriers.Random method) (asreview.models.queriers.TopDown method) (asreview.models.queriers.Uncertainty method) (asreview.models.stoppers.IsFittable method) (asreview.models.stoppers.LastRelevant method) (asreview.models.stoppers.NConsecutiveIrrelevant method) (asreview.models.stoppers.NLabeled method) (asreview.models.stoppers.QuantileLabeled method)

set_partial_fit_request() (asreview.models.classifiers.NaiveBayes method) set_review_error() (asreview.Project method) set_score_request() (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.NaiveBayes method) (asreview.models.classifiers.RandomForest method) (asreview.models.classifiers.SVM method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) Simulate (class in asreview) Simulation sparsify() (asreview.models.classifiers.Logistic method) (asreview.models.classifiers.SVM method) standardize_column_names() (asreview.data.base.BaseReader class method) (asreview.data.CSVReader class method) (asreview.data.ExcelReader class method) (asreview.data.RISReader class method) Status stop() (asreview.ActiveLearningCycle method) (asreview.models.stoppers.IsFittable method) (asreview.models.stoppers.LastRelevant method) (asreview.models.stoppers.NConsecutiveIrrelevant method) (asreview.models.stoppers.NLabeled method) (asreview.models.stoppers.QuantileLabeled method) stopper (asreview.ActiveLearningCycleData attribute) stopper_param (asreview.ActiveLearningCycleData attribute) SVM (class in asreview.models.classifiers) SynergyDataGroup (class in asreview.datasets) SynergyDataSet (class in asreview.datasets)

T

Tfidf (class in asreview.models.feature_extractors) title (asreview.Record attribute) to_file() (asreview.ActiveLearningCycle method) (asreview.datasets.BaseDataSet method) (asreview.datasets.SynergyDataSet method) to_meta() (asreview.ActiveLearningCycle method) to_records() (asreview.data.base.BaseReader class method) (asreview.data.CSVReader class method) (asreview.data.ExcelReader class method) (asreview.data.RISReader class method)

to_sql() (asreview.Simulate method) TopDown (class in asreview.models.queriers) transform() (asreview.ActiveLearningCycle method) (asreview.models.feature_extractors.OneHot method) (asreview.models.feature_extractors.Tfidf method) TSVWriter (class in asreview.data) type_annotation_map (asreview.Record attribute)

U

Uncertainty (class in asreview.models.queriers) update_config() (asreview.Project method) update_note() (asreview.Database method) update_result() (asreview.Database method) update_review() (asreview.Project method)

url (asreview.datasets.BaseDataGroup attribute) (asreview.datasets.SynergyDataGroup attribute) (asreview.Record attribute) User user_version (asreview.Database property)

V

validate_included() (asreview.Record method) validate_list_of_string() (asreview.Record method)

validate_optional_integer() (asreview.Record method) validate_string() (asreview.Record method) VERSION (asreview.Project attribute)

W

write_data() (asreview.data.CSVWriter class method) (asreview.data.ExcelWriter class method) (asreview.data.RISWriter class method) (asreview.data.TSVWriter class method) write_format (asreview.data.CSVReader attribute) (asreview.data.CSVWriter attribute) (asreview.data.ExcelReader attribute) (asreview.data.ExcelWriter attribute) (asreview.data.RISReader attribute) (asreview.data.RISWriter attribute) (asreview.data.TSVWriter attribute)

Y

year (asreview.Record attribute)