circular-statistics 开源项目推荐（32 个）

raphaelvallat /pingouin

Statistical package in Python based on Pandas

jasonlaska /spherecluster

单位球体的聚类例程

brian-lau /highdim

Statistics for high-dimensional data (homogeneity, sphericity, independence, spherical uniformity)

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"

zifredder /CircHist

CircHist - circular / polar / angle histogram in MATLAB

CPBridge /canopy

The Header-Only Library For Random Forests

egarpor /sdetorus

Statistical tools for toroidal diffusions. Software companion for "Langevin diffusions on the torus: estimation and applications"

santoroma /CircSpaceTime

Spatial and Spatio-Temporal Bayesian Model for Circular Data

cnuahs /hermans-rasson

The Hermans-Rasson test for non-uniformity of circular data.

egarpor /ridgetorus

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

JuliaAPlavin /DirectionalStatistics.jl

Statistical methods for circular and directional data analysis.

SMAC-Group /TwoCircles

🔵 Exact Distributions and Performance of some Two-sample Nonparametric Tests for Circular Data

beteje /Orientation

Estimation of the orientation of fibres in a volume

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

egarpor /rotasym

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

kinaar8340 /clone_shard

Parked lab, not a pinned face. Falsifiable clone-shard / flux-flywheel tree test on Fichte and Buche. Living first-order Δφ; H0/H111/H120/H137. No TOE claim.

idanmoradarthas /CircularStatistics

Some few methods in Java and Python I picked along the way in my research on the subject.

JohnKirwan /radiatR

R package and web app to explore and visualize tracks and headings in polar space

AurelienNicosiaULaval /ggcircular

A ggplot2 extension for circular, axial and directional data.

IRC-SPHERE /periodic-mixture

Periodic mixture aka Mixture of Wrapped Normal Distributions. Circular Bayesian Statistics.