Index

A

A (arsenal.terminal.bb attribute) AbstractIntegerizer (class in arsenal.integerizer) adagrad (class in arsenal.maths.stepsize) adam (class in arsenal.maths.stepsize) add() (arsenal.alphabet.Alphabet method) (arsenal.datastructures.orderedset.OrderedSet method) (arsenal.datastructures.unionfind.UnionFind method) (arsenal.integerizer.AbstractIntegerizer method) (arsenal.maths.featureselection.Alphabet method) add_many() (arsenal.alphabet.Alphabet method) (arsenal.maths.featureselection.Alphabet method) add_relevant() (arsenal.nlp.evaluation.F1 method) add_retrieved() (arsenal.nlp.evaluation.F1 method) add_widget() (arsenal.viz.learning_curve.LearningCurve method) align() (in module arsenal.maths.compare) Alphabet (class in arsenal.alphabet) (class in arsenal.maths.featureselection) anneal() (in module arsenal.maths.rvs) ansi() (in module arsenal.terminal) ansi2html() (arsenal.terminal.colors method) (in module arsenal.terminal) argmax() (in module arsenal.iterextras.util) argmax2() (in module arsenal.iterextras.util) argmax_random_tie() (in module arsenal.maths.util) argmin() (in module arsenal.iterextras.util) argmin2() (in module arsenal.iterextras.util) argmin_random_tie() (in module arsenal.maths.util) arrow (class in arsenal.terminal) arrow.Long (class in arsenal.terminal) arrow.long (class in arsenal.terminal) arrow.squiggle (class in arsenal.terminal) arsenal (module) arsenal.alphabet (module) arsenal.assertions (module) arsenal.cache (module) arsenal.cache.lazy (module) arsenal.cache.memoize (module) arsenal.cache.pkl (module) arsenal.datastructures (module) arsenal.datastructures.heap (module) arsenal.datastructures.heap.heap (module), [1] arsenal.datastructures.heap.sumheap (module), [1], [2] arsenal.datastructures.heap.sumheap2 (module), [1], [2] arsenal.datastructures.heap.sumheap3 (module), [1], [2] arsenal.datastructures.orderedset (module) arsenal.datastructures.unionfind (module) arsenal.deathrow (module) arsenal.deathrow.prioritydict (module) arsenal.debug (module) arsenal.debug.edit (module) arsenal.debug.util (module)

arsenal.download (module) arsenal.fsutils (module) arsenal.humanreadable (module) arsenal.integerizer (module) arsenal.iterextras (module) arsenal.iterextras.fair (module) arsenal.iterextras.sort (module) arsenal.iterextras.sorted_intersection (module) arsenal.iterextras.util (module) arsenal.iterview (module) arsenal.maths (module) arsenal.maths.checkgrad (module) arsenal.maths.cholesky (module) arsenal.maths.combinatorics (module) arsenal.maths.compare (module) arsenal.maths.featureselection (module) arsenal.maths.inv (module) arsenal.maths.optimize (module) arsenal.maths.pareto (module) arsenal.maths.rvs (module) arsenal.maths.stats (module) arsenal.maths.stats.corpus_permutation_test (module) arsenal.maths.stats.permutation_test (module) arsenal.maths.stepsize (module) arsenal.maths.util (module) arsenal.misc (module) arsenal.nb (module) arsenal.nlp (module) arsenal.nlp.annotation (module) arsenal.nlp.data (module) arsenal.nlp.data.ptb (module) arsenal.nlp.evaluation (module) arsenal.nlp.tests (module) arsenal.nlp.tests.annotation (module) arsenal.nlp.tests.bio2spantest (module) arsenal.passwords (module) arsenal.profiling (module) arsenal.robust (module) arsenal.sysutil (module) arsenal.terminal (module) arsenal.timer (module) arsenal.viz (module) arsenal.viz.learning_curve (module) arsenal.viz.mds (module) arsenal.viz.report (module) arsenal.viz.util (module) assert_equal() (in module arsenal.maths.util) assert_isdistr() (in module arsenal.maths.util) assert_throws (class in arsenal.assertions) atmost() (in module arsenal.iterextras.util) atomicwrite() (in module arsenal.fsutils) axman() (in module arsenal.viz.util)

B

B (arsenal.terminal.bb attribute) bad (arsenal.terminal.colors attribute) BadSexpr bands() (arsenal.viz.learning_curve.LearningCurve method) basic_checks() (arsenal.maths.util.subspace method) batch() (in module arsenal.iterextras.util) bb (class in arsenal.terminal) begins (arsenal.nlp.annotation.Span attribute) Benchmark (class in arsenal.timer) bernstein() (in module arsenal.maths.util) bf_paired_perm_test() (in module arsenal.maths.stats.permutation_test) bio2span() (in module arsenal.nlp.annotation) black (arsenal.terminal.colors attribute) (arsenal.terminal.colors.bg attribute) (arsenal.terminal.colors.dark attribute) (arsenal.terminal.colors.light attribute)

blocks() (in module arsenal.maths.util) blue (arsenal.terminal.colors attribute) (arsenal.terminal.colors.bg attribute) (arsenal.terminal.colors.dark attribute) (arsenal.terminal.colors.light attribute) bold (arsenal.terminal.colors attribute) bracket2bio() (in module arsenal.nlp.annotation) breadth_first() (in module arsenal.iterextras.util) browser() (in module arsenal.misc) bucket_filter() (arsenal.timer.Timer method) buf_iter (class in arsenal.iterextras.util)

C

C (arsenal.terminal.bb attribute) cd() (in module arsenal.fsutils) cdf (in module arsenal.maths.rvs) cdf() (arsenal.maths.rvs.Empirical method) (arsenal.maths.rvs.Max method) (arsenal.maths.rvs.Mixture method) (arsenal.maths.rvs.TruncatedDistribution method) check (arsenal.terminal.colors attribute) check_equal() (in module arsenal.maths.compare) Cholesky (class in arsenal.maths.cholesky) class_of() (arsenal.datastructures.unionfind.UnionFind method) classes() (arsenal.datastructures.unionfind.UnionFind method) clear() (arsenal.viz.report.Measurements method) clear_dir() (in module arsenal.fsutils) colors (class in arsenal.terminal) colors.arrow (class in arsenal.terminal) colors.arrow.Long (class in arsenal.terminal) colors.arrow.long (class in arsenal.terminal) colors.arrow.squiggle (class in arsenal.terminal) colors.bg (class in arsenal.terminal) colors.dark (class in arsenal.terminal) colors.light (class in arsenal.terminal) colors.rendering (class in arsenal.terminal)

colorstring() (in module arsenal.terminal) compare (class in arsenal.maths.compare) compare() (arsenal.timer.Benchmark method) (arsenal.timer.Timer method) (arsenal.viz.util.NumericalDebug method) compare_samples_to_distr() (in module arsenal.maths.rvs) complete_filenames() (in module arsenal.terminal) compress() (in module arsenal.iterextras.util) conditional_mean() (arsenal.maths.rvs.Empirical method) confusion() (arsenal.nlp.evaluation.F1 method) connected() (arsenal.datastructures.unionfind.UnionFind method) console_width() (in module arsenal.terminal) contour() (in module arsenal.viz.util) contour_plot() (in module arsenal.viz.util) cosine() (in module arsenal.maths.util) cross_entropy() (in module arsenal.maths.util) ctx_redirect_io() (in module arsenal.misc) cumavg() (in module arsenal.maths.util) curve() (arsenal.viz.util.plot_xsection method) cyan (arsenal.terminal.colors attribute) (arsenal.terminal.colors.bg attribute) (arsenal.terminal.colors.dark attribute) (arsenal.terminal.colors.light attribute)

D

d (arsenal.terminal.arrow attribute) D (arsenal.terminal.bb attribute) d (arsenal.terminal.colors.arrow attribute) d_softmax() (in module arsenal.maths.util) dataframe() (arsenal.timer.Timer method) datestr() (in module arsenal.humanreadable) ddict (class in arsenal.misc) debug() (in module arsenal.debug.util) debug_expr() (in module arsenal.debug.util) debugx() (in module arsenal.debug.util) decode() (arsenal.alphabet.Alphabet method) (arsenal.integerizer.AbstractIntegerizer method) decode_many() (arsenal.alphabet.Alphabet method) deprecated() (in module arsenal.misc) det() (arsenal.maths.cholesky.Cholesky method)

df (arsenal.viz.util.NumericalDebug attribute) directories() (in module arsenal.fsutils) dl (arsenal.terminal.arrow attribute) (arsenal.terminal.colors.arrow attribute) down (arsenal.terminal.arrow attribute) (arsenal.terminal.colors.arrow attribute) downdate_rank_one() (arsenal.maths.cholesky.Cholesky method) download() (in module arsenal.download) dr (arsenal.terminal.arrow attribute) (arsenal.terminal.colors.arrow attribute) draw() (arsenal.viz.learning_curve.LearningCurve method) draw_bands() (arsenal.viz.learning_curve.LearningCurve method) draw_extra() (arsenal.viz.learning_curve.LearningCurve method) draw_smoothing() (arsenal.viz.learning_curve.LearningCurve method) drop() (in module arsenal.iterextras.util) dumpobj() (in module arsenal.debug.util)

E

E (arsenal.terminal.bb attribute) edit() (in module arsenal.debug.edit) edit_with_editor() (in module arsenal.misc) editor() (in module arsenal.misc) elems (arsenal.datastructures.unionfind.UnionFind attribute) emacs() (in module arsenal.debug.edit) Empirical (class in arsenal.maths.rvs) enable_debug_hook() (in module arsenal.debug.util) enable_pm() (in module arsenal.debug.util) enable_ultratb() (in module arsenal.debug.util)

encode() (arsenal.alphabet.Alphabet method) (arsenal.integerizer.AbstractIntegerizer method) encode_many() (arsenal.alphabet.Alphabet method) ends (arsenal.nlp.annotation.Span attribute) ensure_dir() (in module arsenal.fsutils) entropy() (in module arsenal.maths.util) enum() (arsenal.maths.featureselection.Alphabet method) equals_mod_whitespace() (in module arsenal.nlp.tests.annotation) ewma() (in module arsenal.maths.stepsize) extract_contiguous() (in module arsenal.nlp.annotation)

F

F (arsenal.terminal.bb attribute) F1 (class in arsenal.nlp.evaluation) f1() (in module arsenal.maths.util) fail (arsenal.terminal.colors attribute) fair_product() (in module arsenal.iterextras.fair) fair_union() (in module arsenal.iterextras.fair) fd_Hessian() (in module arsenal.maths.checkgrad) fd_Jv() (in module arsenal.maths.checkgrad) fdcheck() (in module arsenal.maths.checkgrad) FeatureHashing (class in arsenal.integerizer) files() (in module arsenal.fsutils) filesize() (in module arsenal.fsutils) filetype() (in module arsenal.fsutils) filter() (arsenal.timer.Timer method)

find() (in module arsenal.fsutils) find_filename() (in module arsenal.debug.edit) find_new_title() (in module arsenal.fsutils) finite_difference() (in module arsenal.maths.checkgrad) fit_curve() (in module arsenal.maths.util) force() (in module arsenal.misc) format_message() (arsenal.maths.compare.compare method) framedump() (in module arsenal.debug.util) freeze() (arsenal.alphabet.Alphabet method) (arsenal.integerizer.Integerizer method) (arsenal.maths.featureselection.Alphabet method) from_iterable() (arsenal.maths.featureselection.Alphabet class method) fromSGML() (in module arsenal.nlp.annotation) func() (arsenal.maths.optimize.NProj method) (arsenal.maths.optimize.NProx method)

G

G (arsenal.terminal.bb attribute) get_cached() (arsenal.cache.memoize.memoize_persistent method) grad_like() (arsenal.maths.optimize.NProj method) (arsenal.maths.optimize.NProx method)

green (arsenal.terminal.colors attribute) (arsenal.terminal.colors.bg attribute) (arsenal.terminal.colors.dark attribute) (arsenal.terminal.colors.light attribute) groupby2() (in module arsenal.iterextras.util)

H

H (arsenal.terminal.bb attribute) hardmax() (in module arsenal.maths.util)

head_iter (class in arsenal.iterextras.util) highlighter() (in module arsenal.misc) htime() (in module arsenal.humanreadable)

I

I (arsenal.terminal.bb attribute) ignore_error() (in module arsenal.misc) imap() (arsenal.alphabet.Alphabet method) (arsenal.maths.featureselection.Alphabet method) inf_norm() (in module arsenal.maths.util) integerize() (in module arsenal.maths.featureselection) Integerizer (class in arsenal.integerizer) Inv (class in arsenal.maths.inv) InvAndDet (class in arsenal.maths.inv)

is_distribution() (in module arsenal.maths.rvs) is_subgradient() (in module arsenal.maths.optimize) italic (arsenal.terminal.colors attribute) Item (class in arsenal.iterextras.sort) items() (arsenal.alphabet.Alphabet method) (arsenal.integerizer.Integerizer method) (arsenal.maths.featureselection.Alphabet method) (arsenal.timer.Benchmark method) iterview() (in module arsenal.iterview)

J

J (arsenal.terminal.bb attribute)

jenkins32() (in module arsenal.integerizer)

K

K (arsenal.terminal.bb attribute) k_fold_cross_validation() (in module arsenal.iterextras.util) keys() (arsenal.integerizer.Integerizer method) (arsenal.maths.featureselection.Alphabet method) (arsenal.timer.Benchmark method)

kl_divergence() (in module arsenal.maths.featureselection) (in module arsenal.maths.util) kl_filter() (in module arsenal.maths.featureselection)

L

l (arsenal.terminal.arrow attribute) (arsenal.terminal.arrow.Long attribute) (arsenal.terminal.arrow.long attribute) L (arsenal.terminal.bb attribute) l (arsenal.terminal.colors.arrow attribute) (arsenal.terminal.colors.arrow.Long attribute) (arsenal.terminal.colors.arrow.long attribute) label (arsenal.nlp.annotation.Span attribute) latex() (arsenal.nlp.evaluation.F1 method) lazy (class in arsenal.cache.lazy) LearningCurve (class in arsenal.viz.learning_curve) left (arsenal.terminal.arrow attribute) (arsenal.terminal.arrow.Long attribute) (arsenal.terminal.arrow.long attribute) (arsenal.terminal.colors.arrow attribute) (arsenal.terminal.colors.arrow.Long attribute) (arsenal.terminal.colors.arrow.long attribute) leftarrow (arsenal.terminal.colors attribute) leftright (arsenal.terminal.arrow.Long attribute) (arsenal.terminal.arrow.long attribute) (arsenal.terminal.colors.arrow.Long attribute) (arsenal.terminal.colors.arrow.long attribute) lidstone() (in module arsenal.maths.featureselection) (in module arsenal.maths.util)

line() (arsenal.terminal.colors static method) line_groups() (in module arsenal.nlp.annotation) lineplot() (in module arsenal.viz.util) linf() (in module arsenal.maths.util) list (arsenal.datastructures.orderedset.OrderedSet attribute) live_plot() (arsenal.maths.compare.compare method) load() (arsenal.alphabet.Alphabet class method) (arsenal.cache.memoize.memoize_persistent method) (in module arsenal.cache.pkl) log1mexp() (in module arsenal.maths.util) log_sample() (in module arsenal.maths.rvs) loglog() (arsenal.viz.learning_curve.LearningCurve method) logsubexp() (in module arsenal.maths.util) logsumexp() (in module arsenal.maths.util) lookup() (arsenal.alphabet.Alphabet method) (arsenal.integerizer.AbstractIntegerizer method) (arsenal.maths.featureselection.Alphabet method) lookup_many() (arsenal.alphabet.Alphabet method) (arsenal.maths.featureselection.Alphabet method) lookup_x() (arsenal.maths.pareto.Pareto method) lookup_y() (arsenal.maths.pareto.Pareto method) lr (arsenal.terminal.arrow.Long attribute) (arsenal.terminal.arrow.long attribute) (arsenal.terminal.colors.arrow.Long attribute) (arsenal.terminal.colors.arrow.long attribute)

M

M (arsenal.terminal.bb attribute) magenta (arsenal.terminal.colors attribute) (arsenal.terminal.colors.bg attribute) (arsenal.terminal.colors.dark attribute) (arsenal.terminal.colors.light attribute) main() (in module arsenal.iterextras.sort) (in module arsenal.nlp.data.ptb) (in module arsenal.profiling) (in module arsenal.timer) map() (arsenal.alphabet.Alphabet method) (arsenal.maths.featureselection.Alphabet method) mark() (arsenal.terminal.colors method) (in module arsenal.terminal) mark_() (arsenal.terminal.colors static method) marquee() (in module arsenal.humanreadable) (in module arsenal.terminal) Max (class in arsenal.maths.rvs) mc_paired_perm_test() (in module arsenal.maths.stats.permutation_test) mc_perm_test() (in module arsenal.maths.stats.permutation_test)

mds() (in module arsenal.viz.mds) mds_plot2D() (in module arsenal.viz.mds) mds_plot3D() (in module arsenal.viz.mds) mds_scatter() (in module arsenal.viz.mds) mean (arsenal.timer.Timer attribute) mean() (arsenal.maths.rvs.Mixture method) (arsenal.maths.rvs.TruncatedDistribution method) mean_confidence_interval() (in module arsenal.maths.util) Measurements (class in arsenal.viz.report) median (arsenal.timer.Timer attribute) memoize (class in arsenal.cache.memoize) memoize_persistent (class in arsenal.cache.memoize) memory_usage() (in module arsenal.sysutil) merge_roundrobin() (in module arsenal.iterextras.fair) merge_sorted() (in module arsenal.iterextras.sort) message() (arsenal.maths.compare.compare method) Mixture (class in arsenal.maths.rvs) mkdir() (in module arsenal.fsutils) mutual_information() (in module arsenal.maths.util)

N

N (arsenal.terminal.bb attribute) name2color() (in module arsenal.viz.util) ncycles() (in module arsenal.iterextras.util) newax() (in module arsenal.viz.util) norm() (in module arsenal.maths.util) norm_clip() (in module arsenal.maths.stepsize) normal (arsenal.terminal.colors attribute)

normalize() (in module arsenal.maths.featureselection) (in module arsenal.maths.util) normalize_interval() (in module arsenal.maths.util) normalize_zscore() (in module arsenal.maths.util) NProj (class in arsenal.maths.optimize) NProx (class in arsenal.maths.optimize) nth() (in module arsenal.humanreadable) NumericalDebug (class in arsenal.viz.util)

O

O (arsenal.terminal.bb attribute) objective() (arsenal.maths.optimize.NProx method) ok (arsenal.terminal.colors attribute) onehot() (in module arsenal.maths.util) op() (arsenal.maths.optimize.NProj method) (arsenal.maths.optimize.NProx method)

open_diff() (in module arsenal.misc) orange (arsenal.terminal.colors attribute) (arsenal.terminal.colors.bg attribute) OrderedSet (class in arsenal.datastructures.orderedset) overline() (in module arsenal.terminal)

P

P (arsenal.terminal.bb attribute) padnone() (in module arsenal.iterextras.util) pager() (in module arsenal.misc) paired_permutation_test() (in module arsenal.maths.stats.corpus_permutation_test) Pareto (class in arsenal.maths.pareto) pareto_frontier() (in module arsenal.maths.pareto) pareto_ix() (in module arsenal.maths.pareto) ParseError partition() (in module arsenal.iterextras.util) password() (in module arsenal.passwords) pdf() (arsenal.maths.rvs.Max method) (arsenal.maths.rvs.Mixture method) (arsenal.maths.rvs.TruncatedDistribution method) persistent_cache() (in module arsenal.cache.memoize) pformat() (in module arsenal.nlp.data.ptb) piped() (in module arsenal.misc) plaintext() (arsenal.alphabet.Alphabet method) (arsenal.maths.featureselection.Alphabet method) plot() (arsenal.maths.compare.compare method) (arsenal.maths.rvs.Empirical method) plot3d() (in module arsenal.viz.util) plot_confusion() (in module arsenal.nlp.evaluation) plot_feature() (arsenal.timer.Benchmark method) (arsenal.timer.Timer method)

plot_survival() (arsenal.timer.Benchmark method) (arsenal.timer.Timer method) plot_xsection (class in arsenal.viz.util) poop (arsenal.terminal.colors attribute) pop_smallest() (arsenal.deathrow.prioritydict.prioritydict method) pp_plot() (in module arsenal.maths.compare) ppf() (arsenal.maths.rvs.Empirical method) (arsenal.maths.rvs.Max method) (arsenal.maths.rvs.Mixture method) (arsenal.maths.rvs.TruncatedDistribution method) pprint() (in module arsenal.nlp.data.ptb) preserve_cwd (class in arsenal.fsutils) print_elapsed_time() (in module arsenal.humanreadable) print_parse() (in module arsenal.nlp.data.ptb) prioritydict (class in arsenal.deathrow.prioritydict) profile_viz() (in module arsenal.profiling) profiler() (in module arsenal.profiling) project() (arsenal.maths.util.subspace method) project_onto_simplex() (in module arsenal.maths.util) project_pmin_simplex() (in module arsenal.maths.util) prox_numerical() (in module arsenal.maths.checkgrad) psource() (in module arsenal.nb)

Q

Q (arsenal.terminal.bb attribute) quadratic_formula() (in module arsenal.maths.util)

quantile() (arsenal.maths.rvs.Empirical method) quick_fdcheck() (in module arsenal.maths.checkgrad)

R

r (arsenal.terminal.arrow attribute) (arsenal.terminal.arrow.Long attribute) (arsenal.terminal.arrow.long attribute) (arsenal.terminal.arrow.squiggle attribute) R (arsenal.terminal.bb attribute) r (arsenal.terminal.colors.arrow attribute) (arsenal.terminal.colors.arrow.Long attribute) (arsenal.terminal.colors.arrow.long attribute) (arsenal.terminal.colors.arrow.squiggle attribute) random_dist() (in module arsenal.maths.rvs) random_psd() (in module arsenal.maths.rvs) rank_one_update() (arsenal.maths.inv.Inv method) (arsenal.maths.inv.InvAndDet method) read_tab_file() (in module arsenal.maths.featureselection) red (arsenal.terminal.colors attribute) (arsenal.terminal.colors.bg attribute) (arsenal.terminal.colors.dark attribute) (arsenal.terminal.colors.light attribute) redirect_io() (in module arsenal.misc) regression() (arsenal.maths.compare.compare method) regression_line() (arsenal.maths.compare.compare method) relative_difference() (in module arsenal.maths.util) render() (arsenal.terminal.colors method) (in module arsenal.terminal)

rendering (class in arsenal.terminal) report() (arsenal.nlp.evaluation.F1 method) reset (arsenal.terminal.colors attribute) restore_random_state() (in module arsenal.maths.util) retry() (in module arsenal.robust) retry_apply() (in module arsenal.robust) rgb() (arsenal.terminal.colors static method) (arsenal.terminal.colors.bg static method) right (arsenal.terminal.arrow attribute) (arsenal.terminal.arrow.Long attribute) (arsenal.terminal.arrow.long attribute) (arsenal.terminal.arrow.squiggle attribute) (arsenal.terminal.colors.arrow attribute) (arsenal.terminal.colors.arrow.Long attribute) (arsenal.terminal.colors.arrow.long attribute) (arsenal.terminal.colors.arrow.squiggle attribute) rightarrow (arsenal.terminal.colors attribute) robust_download() (in module arsenal.download) roots() (arsenal.datastructures.unionfind.UnionFind method) run() (arsenal.timer.Benchmark method) rvs() (arsenal.maths.rvs.Max method) (arsenal.maths.rvs.Mixture method) (arsenal.maths.rvs.TruncatedDistribution method)

S

S (arsenal.terminal.bb attribute) sample() (in module arsenal.maths.rvs) save() (arsenal.alphabet.Alphabet method) (arsenal.cache.memoize.memoize_persistent method) (in module arsenal.cache.pkl) save_plots() (in module arsenal.viz.util) scatter() (arsenal.maths.pareto.Pareto method) scatter_manager() (in module arsenal.viz.util) scores() (arsenal.nlp.evaluation.F1 method) secure_filename() (in module arsenal.fsutils) semilogx() (arsenal.viz.learning_curve.LearningCurve method) semilogy() (arsenal.viz.learning_curve.LearningCurve method) set (arsenal.datastructures.orderedset.OrderedSet attribute) set_password() (in module arsenal.passwords) set_printoptions() (in module arsenal.maths.util) setdefault (arsenal.deathrow.prioritydict.prioritydict attribute) sexpr() (in module arsenal.nlp.data.ptb) sf() (arsenal.maths.rvs.Empirical method) (arsenal.maths.rvs.TruncatedDistribution method) sgd (class in arsenal.maths.stepsize) sgd_momentum (class in arsenal.maths.stepsize) sgml2bio() (in module arsenal.nlp.annotation) sgml2segmentation() (in module arsenal.nlp.annotation) sgml2seq() (in module arsenal.nlp.annotation) ShelfBasedCache (class in arsenal.cache.memoize) should_update() (arsenal.viz.learning_curve.LearningCurve method)

show() (arsenal.maths.compare.compare method) (arsenal.viz.report.Measurements method) show_distr() (in module arsenal.maths.rvs) show_errors() (arsenal.maths.compare.compare method) show_frontier() (arsenal.maths.pareto.Pareto method) (in module arsenal.maths.pareto) simpless() (in module arsenal.maths.util) smooth() (arsenal.viz.learning_curve.LearningCurve method) smoothed_signal() (arsenal.viz.learning_curve.LearningCurve method) softmax() (in module arsenal.maths.util) solve() (arsenal.maths.cholesky.Cholesky method) (arsenal.maths.optimize.NProj method) (arsenal.maths.optimize.NProx method) sorted_intersection() (in module arsenal.iterextras.sorted_intersection) sorted_product() (in module arsenal.iterextras.sort) sorted_union() (in module arsenal.iterextras.sort) Span (class in arsenal.nlp.annotation) spherical() (in module arsenal.maths.rvs) split_ix() (in module arsenal.maths.util) std (arsenal.timer.Timer attribute) stop_growth() (arsenal.maths.featureselection.Alphabet method) str2bool() (in module arsenal.humanreadable) strike (arsenal.terminal.colors attribute) subscript() (in module arsenal.terminal) subspace (class in arsenal.maths.util) superscript() (in module arsenal.terminal)

T

T (arsenal.terminal.bb attribute) take() (in module arsenal.iterextras.util) test() (in module arsenal.iterextras.sorted_intersection) (in module arsenal.maths.inv) (in module arsenal.maths.pareto) (in module arsenal.viz.util) test_bio2span() (in module arsenal.nlp.tests.bio2spantest) test_cdf() (in module arsenal.maths.rvs) test_f1() (in module arsenal.maths.stats.corpus_permutation_test) test_fair_product() (in module arsenal.iterextras.fair) test_grow() (in module arsenal.maths.cholesky) test_memoize() (in module arsenal.cache.memoize) test_mixture() (in module arsenal.maths.rvs) test_rank_one() (in module arsenal.maths.cholesky) test_sgml_reconstruction() (in module arsenal.nlp.tests.annotation)

test_truncated_distribution() (in module arsenal.maths.rvs) test_util() (in module arsenal.maths.cholesky) tests() (in module arsenal.terminal) thick_line() (arsenal.terminal.colors static method) thumbs_down (arsenal.terminal.colors attribute) thumbs_up (arsenal.terminal.colors attribute) timeit() (in module arsenal.timer) timelimit() (in module arsenal.robust) Timeout timeout (arsenal.terminal.colors attribute) Timer (class in arsenal.timer) timers() (in module arsenal.timer) timetuple() (in module arsenal.humanreadable) total (arsenal.timer.Timer attribute) trim_slow() (arsenal.timer.Timer method) TruncatedDistribution (class in arsenal.maths.rvs)

U

u (arsenal.terminal.arrow attribute) U (arsenal.terminal.bb attribute) u (arsenal.terminal.colors.arrow attribute) ul (arsenal.terminal.arrow attribute) (arsenal.terminal.colors.arrow attribute) underline (arsenal.terminal.colors attribute) union() (arsenal.datastructures.unionfind.UnionFind method) UnionFind (class in arsenal.datastructures.unionfind) unique() (in module arsenal.iterextras.util) up (arsenal.terminal.arrow attribute) (arsenal.terminal.colors.arrow attribute)

update (arsenal.deathrow.prioritydict.prioritydict attribute) update() (arsenal.viz.learning_curve.LearningCurve method) (arsenal.viz.util.NumericalDebug method) update_ax() (in module arsenal.viz.util) update_grow() (arsenal.maths.cholesky.Cholesky method) update_rank_one() (arsenal.maths.cholesky.Cholesky method) ur (arsenal.terminal.arrow attribute) (arsenal.terminal.colors.arrow attribute) urlread() (in module arsenal.download)

V

V (arsenal.terminal.bb attribute) value (arsenal.maths.inv.Inv attribute)

values() (arsenal.timer.Benchmark method) verbose_paired_perm_test() (in module arsenal.maths.stats.permutation_test) visualize() (arsenal.maths.util.subspace method)

W

W (arsenal.terminal.bb attribute) warn (arsenal.terminal.colors attribute) wget() (in module arsenal.download) white (arsenal.terminal.colors attribute) (arsenal.terminal.colors.bg attribute) (arsenal.terminal.colors.dark attribute) (arsenal.terminal.colors.light attribute)

wide_dataframe() (in module arsenal.maths.util) window() (in module arsenal.iterextras.util) wls() (in module arsenal.maths.util)

X

X (arsenal.terminal.bb attribute)

xmark (arsenal.terminal.colors attribute)

Y

Y (arsenal.terminal.bb attribute) yellow (arsenal.terminal.colors attribute) (arsenal.terminal.colors.bg attribute) (arsenal.terminal.colors.dark attribute) (arsenal.terminal.colors.light attribute)

Z

Z (arsenal.terminal.bb attribute)

zero_retrieval() (in module arsenal.maths.util)