	This is part of the dimred module
	It is only available if you configure PLUMED with ./configure –enable-modules=dimred . Furthermore, this feature is still being developed so take care when using it and report any problems on the mailing list.

Construct a sketch map projection of the input data

Quantity	Description
.#!value	the sketch-map projection of the input points

In addition the following quantities can be calculated by employing the keywords listed below

Quantity	Keyword	Description
osample	PROJECT_ALL	the out-of-sample projections

NLOW_DIM	number of low-dimensional coordinates required
ARG	the matrix of high dimensional coordinates that you want to project in the low dimensional space
HIGH_DIM_FUNCTION	the parameters of the switching function in the high dimensional space
LOW_DIM_FUNCTION	the parameters of the switching function in the low dimensional space
CGTOL	( default=1E-6 ) The tolerance for the conjugate gradient minimization that finds the projection of the landmarks
MAXITER	( default=1000 ) maximum number of optimization cycles for optimisation algorithms
NCYCLES	( default=0 ) The number of cycles of pointwise global optimisation that are required
BUFFER	( default=1.1 ) grid extent for search is (max projection - minimum projection) multiplied by this value
CGRID_SIZE	( default=10 ) number of points to use in each grid direction
FGRID_SIZE	( default=0 ) interpolate the grid onto this number of points – only works in 2D
OS_CGTOL	( default=1E-6 ) The tolerance for the conjugate gradient minimization that finds the out of sample projections
SMACTOL	( default=1E-4 ) the tolerance for the smacof algorithm
SMACREG	( default=0.001 ) this is used to ensure that we don't divide by zero when updating weights for SMACOF algorithm

PROJECT_ALL

( default=off ) if the input are landmark coordinates then project the out of sample configurations

USE_SMACOF

( default=off ) find the projection in the low dimensional space using the SMACOF algorithm

WEIGHTS

a vector containing the weights of the points