This package provides a clustering approach applicable to every projection method is proposed here. The two-dimensional scatter plot of any projection method can construct a topographic map which displays unapparent data structures by using distance and density information of the data. The generalized U*-matrix renders this visualization in the form of a topographic map, which can be used to automatically define the clusters of high-dimensional data. The whole system is based on Thrun and Ultsch, "Using Projection based Clustering to Find Distance and Density based Clusters in High-Dimensional Data" <DOI:10.1007/s00357-020-09373-2>. Selecting the correct projection method will result in a visualization in which mountains surround each cluster. The number of clusters can be determined by counting valleys on the topographic map. Most projection methods are wrappers for already available methods in R. By contrast, the neighbor retrieval visualizer (NeRV
) is based on C++ source code of the dredviz software package, and the Curvilinear Component Analysis (CCA) is translated from MATLAB ('SOM Toolbox 2.0) to R.
Documentation at https://melpa.org/#/projectile-trailblazer
Documentation at https://melpa.org/#/project-persist-drawer
Documentation at https://melpa.org/#/projection-multi-embark
Proj is a selective and on-going port of the venerable PROJ.4 project to the Go language.
This package provides the following subpackages:
proj
(top-level): the Conversion APIproj/cmd/proj
: the simple proj command-line toolproj/core
: the Core API, representing coordinate systems and conversion operationsproj/gie
: a naive implementation of the PROJ.4 gie tool, plus the full set of PROJ.4 test case filesproj/merror
: a little error packageproj/mlog
: a little logging packageproj/operations
: the actual coordinate operations; these routines tend to be closest to the original C codeproj/support
: misc structs and functions in support of the core package
Documentation at https://melpa.org/#/dashboard-project-status
Documentation at https://melpa.org/#/projectile-git-autofetch
Documentation at https://melpa.org/#/perspective-project-bridge
Documentation at https://melpa.org/#/persp-mode-projectile-bridge
This package provides a library library for serving federated avatars.