Index

A

add_element() (twistml.filtering.ldig.da.DoubleArray method) auc (twistml.evaluation.evaluation.EvalBinClassResult attribute) (twistml.evaluation.evaluation.EvalRegrResult attribute)

aucstd (twistml.evaluation.evaluation.EvalBinClassResult attribute) (twistml.evaluation.evaluation.EvalRegrResult attribute)

C

Category (class in twistml.filtering.category) combine_sentiments() (in module twistml.features.combine) combine_tweets() (in module twistml.features.combine)

CountVectorTransformer (class in twistml.features.countvector_transformer) create_toy_data() (in module twistml.utility.toydata) cross_validate() (in module twistml.evaluation.evaluation)

D

debug() (twistml.filtering.ldig.ldig.ldig method) detect() (twistml.filtering.ldig.ldig.ldig method)

Doc2VecTransformer (class in twistml.features.doc2vec_transformer) DoubleArray (class in twistml.filtering.ldig.da)

E

EvalBinClassResult (class in twistml.evaluation.evaluation) EvalRegrResult (class in twistml.evaluation.evaluation) evaluate_binary_classification() (in module twistml.evaluation.evaluation)

evaluate_regression() (in module twistml.evaluation.evaluation) extend_array() (twistml.filtering.ldig.da.DoubleArray method) extract_features() (twistml.filtering.ldig.da.DoubleArray method)

F

f1 (twistml.evaluation.evaluation.EvalBinClassResult attribute) (twistml.evaluation.evaluation.EvalRegrResult attribute) f1std (twistml.evaluation.evaluation.EvalBinClassResult attribute) (twistml.evaluation.evaluation.EvalRegrResult attribute) FeatureTransformer (class in twistml.features.feature_transformer) filter_multiple_raw_json() (in module twistml.filtering.rawtweets) filter_raw_json() (in module twistml.filtering.rawtweets) filter_tweets_by_category() (in module twistml.filtering.category)

filter_tweets_by_language() (in module twistml.filtering.language) find_files() (in module twistml.utility.utility) fit() (twistml.features.feature_transformer.FeatureTransformer method) float_ceil() (in module twistml.utility.utility) float_floor() (in module twistml.utility.utility)

G

generate_datesequence() (in module twistml.utility.utility) generate_doublearray() (in module twistml.filtering.ldig.ldig) get() (twistml.filtering.ldig.da.DoubleArray method) get_child() (twistml.filtering.ldig.da.DoubleArray method)

get_daily_changes() (in module twistml.targets.rawstockdata) get_subtree() (twistml.filtering.ldig.da.DoubleArray method) get_value() (twistml.filtering.ldig.da.DoubleArray method) get_windowed() (in module twistml.features.window)

H

htmlentity2unicode() (in module twistml.filtering.ldig.ldig)

I

inference() (in module twistml.filtering.ldig.ldig) init() (twistml.filtering.ldig.ldig.ldig method)

initialize() (twistml.filtering.ldig.da.DoubleArray method)

L

LabeledLineSentence (class in twistml.features.doc2vec_transformer) ldig (class in twistml.filtering.ldig.ldig) learn() (twistml.filtering.ldig.ldig.ldig method) likelihood() (in module twistml.filtering.ldig.ldig) load() (twistml.filtering.ldig.da.DoubleArray method) load_categories_from_json() (twistml.filtering.category.Category static method)

load_corpus() (in module twistml.filtering.ldig.ldig) load_da() (twistml.filtering.ldig.ldig.ldig method) load_features() (twistml.filtering.ldig.ldig.ldig method) load_labels() (twistml.filtering.ldig.ldig.ldig method) log() (twistml.filtering.ldig.da.DoubleArray method)

M

mape (twistml.evaluation.evaluation.EvalRegrResult attribute) mapestd (twistml.evaluation.evaluation.EvalRegrResult attribute) mean_average_percentage_error() (in module twistml.evaluation.evaluation)

mse (twistml.evaluation.evaluation.EvalRegrResult attribute) msestd (twistml.evaluation.evaluation.EvalRegrResult attribute) multi_group_bar_chart() (in module twistml.utility.plotting)

N

normalize_text() (in module twistml.filtering.ldig.ldig)

normalize_twitter() (in module twistml.filtering.ldig.ldig)

P

predict() (in module twistml.filtering.ldig.ldig) preprocess_tweets() (in module twistml.preprocessing.preprocessing)

progress_report() (in module twistml.utility.utility)

Q

query_yes_no() (in module twistml.utility.utility)

R

random() (in module twistml.utility.toydata) read() (twistml.targets.rawstockdata.StockCsvReader method)

remap() (in module twistml.utility.utility)

S

save() (twistml.filtering.ldig.da.DoubleArray method) save_categories_to_json() (twistml.filtering.category.Category static method) selective_roc_auc_score() (in module twistml.evaluation.evaluation) SentimentTransformer (class in twistml.features.sentiment_transformer) setup_logger() (in module twistml.utility.utility)

shrink() (twistml.filtering.ldig.ldig.ldig method) shrink_array() (twistml.filtering.ldig.da.DoubleArray method) shuffle() (in module twistml.filtering.ldig.ldig) stack_features() (in module twistml.features.combine) StockCsvReader (class in twistml.targets.rawstockdata)

T

transform() (twistml.features.countvector_transformer.CountVectorTransformer method) (twistml.features.doc2vec_transformer.Doc2VecTransformer method) (twistml.features.sentiment_transformer.SentimentTransformer method) twistml (module) twistml.evaluation (module) twistml.evaluation.evaluation (module) twistml.features (module) twistml.features.combine (module) twistml.features.countvector_transformer (module) twistml.features.doc2vec_transformer (module) twistml.features.feature_transformer (module) twistml.features.sentiment_transformer (module) twistml.features.window (module) twistml.filtering (module) twistml.filtering.category (module)

twistml.filtering.language (module) twistml.filtering.ldig (module) twistml.filtering.ldig.da (module) twistml.filtering.ldig.ldig (module) twistml.filtering.rawtweets (module) twistml.preprocessing (module) twistml.preprocessing.preprocessing (module) twistml.targets (module) twistml.targets.rawstockdata (module) twistml.utility (module) twistml.utility.plotting (module) twistml.utility.toydata (module) twistml.utility.utility (module)

V

validate_list() (twistml.filtering.ldig.da.DoubleArray method)

W

Window (class in twistml.features.window) window_element_avg() (in module twistml.features.window)

window_element_sum() (in module twistml.features.window) window_stack() (in module twistml.features.window)