ang.dist |
Angular distance |
ang.minus |
Angular subtraction |
ang.pdist |
Pairwise L2 angular distance |
clus.torus |
Clustering on the torus by conformal prediction |
cluster.assign.torus |
Clustering by connected components of ellipsoids |
cp.torus.kde |
Conformal prediction set indices with kernel density estimation |
data_6VXX |
6VXX: Structure of the SARS-CoV-2 spike glycoprotein(closed state) |
ellip.kmeans.torus |
K-Means Clustering to K-Spheres Clustering on Torus |
EMsinvMmix |
Fitting mixtures of bivariate von Mises distribution |
grid.torus |
Grid on torus |
hyperparam.alpha |
Selecting optimal level based on the runs of the number of clusters |
hyperparam.J |
Selecting optimal number of mixture components based on various criteria |
hyperparam.torus |
Selecting optimal hyperparameters for the conformal prediction set |
icp.torus |
Conformity score for inductive prediction sets |
icp.torus.eval |
Inductive prediction sets for each level |
ILE |
ILE: Structure of the Isoleucine |
kde.torus |
Kernel density estimation using circular von Mises distribution |
kmeans.torus |
K-Means Clustering on Torus |
logLik.icp.torus |
Conformity score for inductive prediction sets |
on.torus |
Transform the angular data to be on principal interval |
plot.clus.torus |
Clustering on the torus by conformal prediction |
plot.cluster.obj |
Clustering by connected components of ellipsoids |
plot.cp.torus.kde |
Conformal prediction set indices with kernel density estimation |
plot.hyperparam.alpha |
Selecting optimal level based on the runs of the number of clusters |
plot.hyperparam.J |
Selecting optimal number of mixture components based on various criteria |
plot.hyperparam.torus |
Selecting optimal hyperparameters for the conformal prediction set |
plot.icp.torus |
Conformity score for inductive prediction sets |
predict.icp.torus |
Conformity score for inductive prediction sets |
predict.kmeans.torus |
K-Means Clustering on Torus |
SARS_CoV_2 |
SARS-CoV-2: chain B of Structure of the SARS-CoV-2 spike glycoprotein(closed state) |
tor.minus |
Toroidal subtraction |
toydata1 |
toydata1: Labelled Data for 5 Clusters |
toydata2 |
toydata2: Labelled Data for 3 Clusters |
wtd.stat.ang |
Weighted extrinsic mean direction and mean resultant length |