Title: A Collection of Functions to Experiment Dice Rolls
Description: A collection of functions to simulate
dice rolls and the like. In particular, experiments and exercises can
be performed looking at combinations and permutations of values in dice
rolls and coin flips, together with the corresponding frequencies of
occurrences. When applying each function, the user has to input the
number of times (rolls, flips) to toss the dice. Needless to say, the more
the tosses, the more the frequencies approximate the actual probabilities.
Moreover, the package provides functions to generate non-transitive sets
of dice (like Efron's) and to check whether a given set of dice is non-transitive

Title: Dimension Reduction and Estimation Methods
Description: We provide a rich collection of linear and nonlinear
dimension reduction techniques implemented using 'RcppArmadillo'.
The question on what we should use as the target dimension is
addressed by intrinsic dimension estimation methods introduced as well.
For more details on dimensionality techniques, see the paper by
statistical approach, or Engel, Huttenberger, and Hamann (2012)
<doi:10.4230/OASIcs.VLUDS.2011.135> for a broader cross-disciplinary overview.
Imports: Rcpp (>= 0.12.12), graphics, stats, Rtsne, Rcsdp

Imports: Rcpp (>= 0.12.12), graphics, stats, Rtsne, Rcsdp, Rdpack,

Description: We provide a rich collection of linear and nonlinear dimension reduction techniques.
Intrinsic dimension estimation methods for exploratory analysis are also provided.
<doi:10.4230/OASIcs.VLUDS.2011.135> for a broader multi-disciplinary overview.
Imports: Rcpp (>= 0.12.10), graphics, stats, Rtsne, Rcsdp, Rdpack,
Rlinsolve, RSpectra, CVXR, Matrix, geigen

Description: We provide 111 linear and nonlinear dimension reduction techniques.
Rlinsolve, RSpectra, CVXR, Matrix, geigen, pracma, ADMM

Description: We provide linear and nonlinear dimension reduction techniques.
Imports: Rcpp (>= 0.12.10), ADMM (>= 0.2.2), graphics, stats, Rtsne,
Rcsdp, Rdpack, RSpectra, CVXR (>= 0.95), Matrix