directional-statistics

There are 2 repositories under directional-statistics topic.

• jasonlaska / spherecluster

  Clustering routines for the unit sphere

  sphericalclusteringscikit-learnk-meanscircular-statisticsvon-mises-fisherspherical-k-meansclustering-algorithmsamplingdirectional-statistics
  Language:Python 328

• igilitschenski / deep_bingham

  Code for "Deep Orientaton Uncertainty Learning based on a Bingham Loss" (ICLR2020)

  computer-visiondeep-learningdirectional-statisticsgeometrymachine-learningiclr2020
  Language:Python 29

• egarpor / DirStats

  Nonparametric kernel density estimation, bandwidth selection, and other utilities for analyzing directional data

  directional-statisticsnonparametric-statisticsrstatistics
  Language:R 11
• spherical_stats

  dschmitz89 / spherical_stats

  Spherical statistics in Python

  statisticspythondata-analysisdirectional-statisticsnumbaspheregeographic-dataprobability-theoryvon-mises-fisherwatson-distribution
  Language:Python 6

• egarpor / sphunif

  Implementation of uniformity tests on the circle and (hyper)sphere, with a C++ core. The package allows the replication of the data application in "On a projection-based class of uniformity tests on the hypersphere"

  circular-statisticsdirectional-statisticsruniformityuniformity-tests
  Language:R 6

• egarpor / DirectionalStatsBib

  A curated BibTeX file with more than 1700 contributions in Directional Statistics

  bibtexdirectional-statistics
  Language:TeX 4

• egarpor / ridgetorus

  PCA on the torus using density ridges. Software companion for "Toroidal PCA via density ridges"

  circular-statisticsdimensionality-reductiondirectional-statisticsr
  Language:R 3

• manuwhs / EM-HMM-Directional-Statistics

  Implementation of the Expectation Maximization Algorithm for Hidden Markov Models including several Directional Distributions

  expectation-maximization-algorithmbaum-welch-algorithmhidden-markov-modelsdirectional-statisticsvonmisesfisherwatsoneeg
  Language:Python 3

• microscopic-image-analysis / geosss

  Python package implementing ideal and shrinkage-based geodesic slice samplers defined on the n-sphere.

  directional-statisticsmcmcmcmc-samplershape-analysis
  Language:Jupyter Notebook 3

• saghiles / dcc

  Directional Co-clustering with a Conscience (DCC)

  co-clusteringclusteringvon-mises-fisherdirectional-statisticsmixture-modeltopic-modelingtext-clusteringtext-data
  Language:R 3

• egarpor / rotasym

  Tests for rotational symmetry on the hypersphere. Software companion for "On optimal tests for rotational symmetry against new classes of hyperspherical distributions"

  circular-statisticsdirectional-statisticsgoodness-of-fitrsemiparametricstatistics
  Language:R 2

• manuwhs / DTU-Course-Projects

  A set of Course projects developed during the MSc on Mathematical Modelling and Computation at DTU

  armabayesian-inferencebig-datadeep-learningdifferential-equationsdirectional-statisticskalman-filtermongodbnodejspythonrrnnsqlstatisticstime-series-analysisvariational-inference
  Language:Python 2

• sergioluengosanchez / EMS_clustering

  A directional-linear finite mixture model for clustering

  clusteringdirectional-statisticsneuroanatomybayesian-network
  Language:R 2

• Bychin / uniformization-tool-on-sphere

  Uniformization tool for directional statistics on sphere

  statisticsdirectional-statistics
  Language:C++ 1

• weigert / EigenBingham

  Bingham Distribution Directional Statistics Library in Eigen3 / C++17

  binghamdirectional-statisticseigen3eigenbingham-distribution
  Language:C++ 1

• artuntun / EM-HMM-directional-distributions

  Hidden Markov Models with Directional Distributions for EEG data modeling

  watson-distrdirectional-statisticseegeeg-signalsexpectation-maximizationexpectation-maximization-algorithmhidden-markov-modelhmmvonmisesfisherwatsonmachine-learningprobabilistic-modelsprobabilistic-programming
  Language:Python 0

• nsandholtz / hotspot_paper

  A companion repository for 'Inverse Bayesian Optimization: Learning Human Acquisition Functions in an Exploration vs Exploitation Search Task'

  bayesian-inferencebayesian-optimizationdirectional-statisticsexploration-exploitationinverse-problemsoptimization
  Language:R 0