Index

B

BadDataError BasePlotter2D (class in rosetta.modeling.prediction_plotter) BaseStreamer (class in rosetta.text.streamers) BaseTokenizer (class in rosetta.text.text_processors)

bigram_tokenize() (in module rosetta.text.nlp) bigram_tokenize_iter() (in module rosetta.text.nlp) build_xy_for_linearize() (in module rosetta.modeling.var_create)

C

choice() (in module rosetta.common_math) ClassifierPlotter2D (class in rosetta.modeling.prediction_plotter) CoefficientConverter (class in rosetta.modeling.fitting) collision_probability() (in module rosetta.text.text_processors)

compactify() (rosetta.text.text_processors.SFileFilter method) ConfigurationSyntaxError connect() (rosetta.text.streamers.DBStreamer method) cosine_similarity() (rosetta.text.vw_helpers.LDAResults method)

D

DBStreamer (class in rosetta.text.streamers)

disconnect() (rosetta.text.streamers.DBStreamer method)

F

filter_extremes() (rosetta.text.text_processors.SFileFilter method) filter_sfile() (rosetta.text.text_processors.SFileFilter method) filter_tokens() (rosetta.text.text_processors.SFileFilter method)

find_start_line_lda_predictions() (in module rosetta.text.vw_helpers) from_streamer_dict() (rosetta.text.gensim_helpers.SvmLightPlusCorpus class method)

G

get_item_names() (in module rosetta.common_math) get_labels() (in module rosetta.modeling.eda) get_list_from_filerows() (in module rosetta.common) get_MSerr() (in module rosetta.modeling.fitting) get_paths() (in module rosetta.text.filefilter) get_R2() (in module rosetta.modeling.fitting) get_relative_error() (in module rosetta.modeling.fitting)

get_sstr() (rosetta.text.text_processors.SVMLightFormatter method) (rosetta.text.text_processors.VWFormatter method) get_structured_array() (in module rosetta.common) get_topics_df() (in module rosetta.text.gensim_helpers) get_words_docfreq() (in module rosetta.text.gensim_helpers) groupby_to_scalar_to_series() (in module rosetta.parallel.pandas_easy) groupby_to_series_to_frame() (in module rosetta.parallel.pandas_easy) grouper() (in module rosetta.common)

H

hist_cols() (in module rosetta.modeling.eda)

hist_one_col() (in module rosetta.modeling.eda)

I

imap_easy() (in module rosetta.parallel.parallel_easy) info_stream() (rosetta.text.streamers.BaseStreamer method) (rosetta.text.streamers.DBStreamer method) (rosetta.text.streamers.TextFileStreamer method) (rosetta.text.streamers.TextIterStreamer method) (rosetta.text.streamers.VWStreamer method)

interp() (in module rosetta.modeling.var_create) iterate_over_query() (rosetta.text.streamers.DBStreamer method)

L

lazyprop() (in module rosetta.common) LDAResults (class in rosetta.text.vw_helpers) load_sfile() (rosetta.text.text_processors.SFileFilter method)

logit() (in module rosetta.modeling.var_create) logit_of_mean() (in module rosetta.modeling.var_create)

M

MakeTokenizer (class in rosetta.text.text_processors) map_easy() (in module rosetta.parallel.parallel_easy) map_easy_padded_blocks() (in module rosetta.parallel.parallel_easy)

MongoStreamer (class in rosetta.text.streamers) MySQLStreamer (class in rosetta.text.streamers)

N

nested_defaultdict() (in module rosetta.common)

nested_keysearch() (in module rosetta.common)

P

pandas_to_ndarray_wrap() (in module rosetta.common_math) parallel_apply() (in module rosetta.parallel.parallel_easy) parse_lda_predictions() (in module rosetta.text.vw_helpers) parse_lda_topics() (in module rosetta.text.vw_helpers) parse_varinfo() (in module rosetta.text.vw_helpers) path_to_name() (in module rosetta.text.filefilter) path_to_newname() (in module rosetta.text.filefilter) PathFinder (class in rosetta.text.filefilter) pickleme() (in module rosetta.common) plot() (rosetta.modeling.prediction_plotter.BasePlotter2D method) plot_corr_dendrogram() (in module rosetta.modeling.eda)

plot_corr_grid() (in module rosetta.modeling.eda) plot_data() (rosetta.modeling.prediction_plotter.ClassifierPlotter2D method) (rosetta.modeling.prediction_plotter.RegressorPlotter2D method) plot_levelsets() (rosetta.modeling.prediction_plotter.BasePlotter2D method) plot_reducedY_vs_binnedX() (in module rosetta.modeling.eda) plot_scatterXY() (in module rosetta.modeling.eda) predict() (rosetta.text.vw_helpers.LDAResults method) predict_proba_cv() (in module rosetta.modeling.categorical_fitter) print_topics() (rosetta.text.vw_helpers.LDAResults method) prob_doc_topic() (rosetta.text.vw_helpers.LDAResults method) prob_token_topic() (rosetta.text.vw_helpers.LDAResults method)

R

record_stream() (rosetta.text.streamers.TextIterStreamer method) (rosetta.text.streamers.VWStreamer method) reducedY_vs_binnedX() (in module rosetta.modeling.eda) RegressorPlotter2D (class in rosetta.modeling.prediction_plotter) rosetta.common (module) rosetta.common_math (module) rosetta.modeling.categorical_fitter (module) rosetta.modeling.eda (module) rosetta.modeling.fitting (module) rosetta.modeling.prediction_plotter (module)

rosetta.modeling.var_create (module) rosetta.parallel.pandas_easy (module) rosetta.parallel.parallel_easy (module) rosetta.text.filefilter (module) rosetta.text.gensim_helpers (module) rosetta.text.nlp (module) rosetta.text.streamers (module) rosetta.text.text_processors (module) rosetta.text.vw_helpers (module)

S

save() (rosetta.text.text_processors.SFileFilter method) serialize() (rosetta.text.gensim_helpers.StreamerCorpus method) (rosetta.text.gensim_helpers.SvmLightPlusCorpus method) series_to_frame() (in module rosetta.common_math) set_bit_precision_required() (rosetta.text.text_processors.SFileFilter method) set_id2token() (rosetta.text.text_processors.SFileFilter method) sfile_to_token_iter() (rosetta.text.text_processors.SparseFormatter method) SFileFilter (class in rosetta.text.text_processors) sigmoidize() (in module rosetta.modeling.var_create) single_stream() (rosetta.text.streamers.BaseStreamer method) smart_open (class in rosetta.common)

SparseFormatter (class in rosetta.text.text_processors) sstr_to_dict() (rosetta.text.text_processors.SparseFormatter method) sstr_to_info() (rosetta.text.text_processors.SparseFormatter method) sstr_to_token_list() (rosetta.text.text_processors.SparseFormatter method) standardize() (in module rosetta.modeling.fitting) (in module rosetta.modeling.var_create) (rosetta.modeling.fitting.CoefficientConverter method) StreamerCorpus (class in rosetta.text.gensim_helpers) subsample_arr() (in module rosetta.common_math) SVMLightFormatter (class in rosetta.text.text_processors) SvmLightPlusCorpus (class in rosetta.text.gensim_helpers)

T

text_to_counter() (rosetta.text.text_processors.BaseTokenizer method) text_to_token_list() (rosetta.text.text_processors.TokenizerBasic method) (rosetta.text.text_processors.TokenizerPOSFilter method) TextFileStreamer (class in rosetta.text.streamers) TextIterStreamer (class in rosetta.text.streamers) to_frame() (rosetta.text.text_processors.SFileFilter method) to_scipysparse() (rosetta.text.streamers.BaseStreamer method)

to_vw() (rosetta.text.streamers.BaseStreamer method) (rosetta.text.streamers.TextFileStreamer method) token_stream() (rosetta.text.streamers.BaseStreamer method) TokenError TokenizerBasic (class in rosetta.text.text_processors) TokenizerPOSFilter (class in rosetta.text.text_processors) transform() (rosetta.modeling.fitting.CoefficientConverter method)

U

unpickleme() (in module rosetta.common)

unstandardize_params() (rosetta.modeling.fitting.CoefficientConverter method)

V

VWFormatter (class in rosetta.text.text_processors)

VWStreamer (class in rosetta.text.streamers)

W

winsorize() (in module rosetta.modeling.fitting) (rosetta.modeling.fitting.CoefficientConverter method) word_tokenize() (in module rosetta.text.nlp)

write_list_to_filerows() (in module rosetta.common)