\babel@toc {english}{}\relax 
\contentsline {chapter}{\numberline {1}Introduction}{1}{chapter.1}%
\contentsline {section}{\numberline {1.1}Funding Information}{1}{section.1.1}%
\contentsline {section}{\numberline {1.2}Authors}{1}{section.1.2}%
\contentsline {section}{\numberline {1.3}References}{1}{section.1.3}%
\contentsline {chapter}{\numberline {2}Getting started}{3}{chapter.2}%
\contentsline {section}{\numberline {2.1}Getting Started}{3}{section.2.1}%
\contentsline {subsection}{\numberline {2.1.1}Installation}{3}{subsection.2.1.1}%
\contentsline {subsubsection}{\numberline {2.1.1.1}Which Python?}{3}{subsubsection.2.1.1.1}%
\contentsline {subsubsection}{\numberline {2.1.1.2}Install using \sphinxstyleliteralintitle {\sphinxupquote {pip}}}{3}{subsubsection.2.1.1.2}%
\contentsline {subsubsection}{\numberline {2.1.1.3}Dependencies}{3}{subsubsection.2.1.1.3}%
\contentsline {subsubsection}{\numberline {2.1.1.4}Testing}{4}{subsubsection.2.1.1.4}%
\contentsline {chapter}{\numberline {3}API Reference}{5}{chapter.3}%
\contentsline {section}{\numberline {3.1}API Reference}{5}{section.3.1}%
\contentsline {subsection}{\numberline {3.1.1}Kernel Test}{5}{subsection.3.1.1}%
\contentsline {subsubsection}{\numberline {3.1.1.1}KernelTest}{5}{subsubsection.3.1.1.1}%
\contentsline {paragraph}{Parameters}{5}{paragraph*.4}%
\contentsline {paragraph}{Attributes}{6}{paragraph*.5}%
\contentsline {paragraph}{References}{6}{paragraph*.6}%
\contentsline {paragraph}{Examples}{7}{paragraph*.7}%
\contentsline {paragraph}{Returns}{8}{paragraph*.9}%
\contentsline {paragraph}{Parameters}{8}{paragraph*.11}%
\contentsline {paragraph}{Returns}{8}{paragraph*.12}%
\contentsline {paragraph}{Parameters}{9}{paragraph*.14}%
\contentsline {paragraph}{Returns}{9}{paragraph*.15}%
\contentsline {subsubsection}{\numberline {3.1.1.2}select\_h}{9}{subsubsection.3.1.1.2}%
\contentsline {paragraph}{Parameters}{9}{paragraph*.17}%
\contentsline {paragraph}{Returns}{10}{paragraph*.18}%
\contentsline {paragraph}{References}{10}{paragraph*.19}%
\contentsline {paragraph}{Examples}{10}{paragraph*.20}%
\contentsline {subsection}{\numberline {3.1.2}Poisson Kernel Test}{11}{subsection.3.1.2}%
\contentsline {subsubsection}{\numberline {3.1.2.1}PoissonKernelTest}{11}{subsubsection.3.1.2.1}%
\contentsline {paragraph}{Parameters}{11}{paragraph*.22}%
\contentsline {paragraph}{Attributes}{11}{paragraph*.23}%
\contentsline {paragraph}{References}{12}{paragraph*.24}%
\contentsline {paragraph}{Examples}{12}{paragraph*.25}%
\contentsline {paragraph}{Returns}{13}{paragraph*.27}%
\contentsline {paragraph}{Parameters}{13}{paragraph*.29}%
\contentsline {paragraph}{Returns}{13}{paragraph*.30}%
\contentsline {paragraph}{Parameters}{13}{paragraph*.32}%
\contentsline {paragraph}{Returns}{13}{paragraph*.33}%
\contentsline {subsection}{\numberline {3.1.3}Spherical Clustering}{14}{subsection.3.1.3}%
\contentsline {subsubsection}{\numberline {3.1.3.1}PKBC}{14}{subsubsection.3.1.3.1}%
\contentsline {paragraph}{Parameters}{14}{paragraph*.35}%
\contentsline {paragraph}{Attributes}{15}{paragraph*.36}%
\contentsline {paragraph}{References}{15}{paragraph*.37}%
\contentsline {paragraph}{Examples}{15}{paragraph*.38}%
\contentsline {paragraph}{Parameters}{16}{paragraph*.40}%
\contentsline {paragraph}{Returns}{16}{paragraph*.41}%
\contentsline {paragraph}{Returns}{16}{paragraph*.43}%
\contentsline {paragraph}{Parameters}{17}{paragraph*.45}%
\contentsline {paragraph}{Returns}{17}{paragraph*.46}%
\contentsline {paragraph}{References}{17}{paragraph*.47}%
\contentsline {paragraph}{Notes}{17}{paragraph*.48}%
\contentsline {paragraph}{See also}{17}{paragraph*.49}%
\contentsline {subsubsection}{\numberline {3.1.3.2}PKBD}{17}{subsubsection.3.1.3.2}%
\contentsline {paragraph}{Parameters}{18}{paragraph*.52}%
\contentsline {paragraph}{Returns}{18}{paragraph*.53}%
\contentsline {paragraph}{Parameters}{18}{paragraph*.55}%
\contentsline {paragraph}{Returns}{19}{paragraph*.56}%
\contentsline {paragraph}{References}{19}{paragraph*.57}%
\contentsline {paragraph}{Examples}{19}{paragraph*.58}%
\contentsline {subsection}{\numberline {3.1.4}User Interface}{19}{subsection.3.1.4}%
\contentsline {subsubsection}{\numberline {3.1.4.1}UI}{19}{subsubsection.3.1.4.1}%
\contentsline {paragraph}{Examples}{20}{paragraph*.60}%
\contentsline {subsection}{\numberline {3.1.5}Datasets}{20}{subsection.3.1.5}%
\contentsline {subsubsection}{\numberline {3.1.5.1}load\_wireless\_data}{20}{subsubsection.3.1.5.1}%
\contentsline {paragraph}{Parameters}{20}{paragraph*.64}%
\contentsline {paragraph}{Returns}{21}{paragraph*.65}%
\contentsline {paragraph}{References}{21}{paragraph*.66}%
\contentsline {paragraph}{Source}{21}{paragraph*.67}%
\contentsline {paragraph}{Examples}{21}{paragraph*.68}%
\contentsline {subsection}{\numberline {3.1.6}Tools}{22}{subsection.3.1.6}%
\contentsline {subsubsection}{\numberline {3.1.6.1}sample\_hypersphere}{22}{subsubsection.3.1.6.1}%
\contentsline {paragraph}{Parameters}{22}{paragraph*.70}%
\contentsline {paragraph}{Returns}{22}{paragraph*.71}%
\contentsline {paragraph}{Examples}{22}{paragraph*.72}%
\contentsline {subsubsection}{\numberline {3.1.6.2}stats}{23}{subsubsection.3.1.6.2}%
\contentsline {paragraph}{Parameters}{23}{paragraph*.74}%
\contentsline {paragraph}{Returns}{23}{paragraph*.75}%
\contentsline {paragraph}{Examples}{23}{paragraph*.76}%
\contentsline {subsubsection}{\numberline {3.1.6.3}qq\_plot}{23}{subsubsection.3.1.6.3}%
\contentsline {paragraph}{Parameters}{23}{paragraph*.78}%
\contentsline {paragraph}{Returns}{24}{paragraph*.79}%
\contentsline {paragraph}{Examples}{24}{paragraph*.80}%
\contentsline {subsubsection}{\numberline {3.1.6.4}sphere3d}{24}{subsubsection.3.1.6.4}%
\contentsline {paragraph}{Parameters}{24}{paragraph*.82}%
\contentsline {paragraph}{Returns}{24}{paragraph*.83}%
\contentsline {paragraph}{Examples}{25}{paragraph*.84}%
\contentsline {subsubsection}{\numberline {3.1.6.5}plot\_clusters\_2d}{25}{subsubsection.3.1.6.5}%
\contentsline {paragraph}{Parameters}{25}{paragraph*.86}%
\contentsline {paragraph}{Returns}{25}{paragraph*.87}%
\contentsline {paragraph}{Examples}{25}{paragraph*.88}%
\contentsline {chapter}{\numberline {4}User Guide}{26}{chapter.4}%
\contentsline {section}{\numberline {4.1}User Guide}{26}{section.4.1}%
\contentsline {subsection}{\numberline {4.1.1}Dataset}{26}{subsection.4.1.1}%
\contentsline {subsubsection}{\numberline {4.1.1.1}Wireless Indoor Localization Dataset}{26}{subsubsection.4.1.1.1}%
\contentsline {paragraph}{Format}{26}{paragraph*.89}%
\contentsline {paragraph}{Details}{26}{paragraph*.90}%
\contentsline {paragraph}{Source}{27}{paragraph*.91}%
\contentsline {paragraph}{References}{27}{paragraph*.92}%
\contentsline {subsection}{\numberline {4.1.2}Usage Examples}{27}{subsection.4.1.2}%
\contentsline {subsubsection}{\numberline {4.1.2.1}QuadratiK Usage Examples}{27}{subsubsection.4.1.2.1}%
\contentsline {paragraph}{Normality Test}{27}{paragraph*.93}%
\contentsline {subparagraph}{Parametric}{27}{subparagraph*.94}%
\contentsline {subparagraph}{Non\sphinxhyphen {}parametric}{28}{subparagraph*.95}%
\contentsline {subparagraph}{QQ Plot}{29}{subparagraph*.96}%
\contentsline {paragraph}{Two Sample Test}{30}{paragraph*.97}%
\contentsline {paragraph}{K\sphinxhyphen {}Sample Test}{31}{paragraph*.98}%
\contentsline {paragraph}{Poisson Kernel Test}{32}{paragraph*.99}%
\contentsline {subparagraph}{QQ Plot}{33}{subparagraph*.100}%
\contentsline {paragraph}{Poisson Kernel based Clustering}{35}{paragraph*.101}%
\contentsline {subparagraph}{Elbow Plot using Euclidean Distance and Cosine Similarity based WCSS}{35}{subparagraph*.102}%
\contentsline {paragraph}{Density Estimation and Sample Generation from PKBD}{37}{paragraph*.103}%
\contentsline {paragraph}{Tuning Parameter \(h\) selection}{37}{paragraph*.104}%
\contentsline {chapter}{Python Module Index}{39}{section*.105}%
\contentsline {chapter}{Index}{40}{section*.106}%
