directional-statistics 开源项目推荐（26 个）

jasonlaska /spherecluster

单位球体的聚类例程

igilitschenski /deep_bingham

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

bzrudski /vectorose

Python package for producing spherical histograms

egarpor /DirStats

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

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"

egarpor /DirectionalStatsBib

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

dschmitz89 /spherical_stats

Spherical statistics in Python

microscopic-image-analysis /geosss

Implementation of the JMLR paper "geodesic slice sampling on the sphere"

manuwhs /EM-HMM-Directional-Statistics

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

egarpor /ridgetorus

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

saghiles /dcc

Directional Co-clustering with a Conscience (DCC)

JuliaAPlavin /DirectionalStatistics.jl

Statistical methods for circular and directional data analysis.

FlorianPfaff /PyRecEst

Recursive Bayesian estimation, filtering, and tracking on Euclidean spaces and manifolds in Python.

manuwhs /DTU-Course-Projects

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

sergioluengosanchez /EMS_clustering

A directional-linear finite mixture model for clustering

egarpor /polykde

Kernel density estimation on the polysphere, hypersphere, and circle. Includes functions for density estimation, regression estimation, ridge estimation, bandwidth selection, kernels, samplers, and homogeneity tests

weigert /EigenBingham

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

egarpor /rotasym

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

zhangyk8 /ProdSCMS

Python3 Implementation of (Subspace Constrained) Mean Shift Algorithm in Euclidean and Directional Product Spaces

Bychin /uniformization-tool-on-sphere

Uniformization tool for directional statistics on sphere