Crate mkv_chain

A Markov chain is a stochastic model describing a sequence of possible events in which the probability of each event depends only on the state attained in the previous event.

Example

    let t_mat = Matrix3::new(  // Transition Matrix
      [[0.9, 0.0, 0.1],
       [0.1, 0.3, 0.6],
       [0.0, 0.1, 0.9]],
   );
   let initial = Vec3::new([0.1, 0.3, 0.6]); // Initial State
   let mvc = MarkovChain3::from(t_mat, initial);
   assert_eq!(
       mvc.take_to(3),
       Vec3::new([0.12250000000000001, 0.11130000000000001, 0.7662])
   );

Modules

linalg

Algebra module for MarkovChains.

Macros

markovchain	Generate a markov chain from matrix and vec identifiers.
matrix	Generate code for a quare matrix with name, order and inner type
vector	Generate code for a vector with name and order

Structs

MarkovChain2	MarkovChain with two nodes.
MarkovChain3	MarkovChain with three nodes.
MarkovChain4	MarkovChain with four nodes.
MarkovChain5	MarkovChain with five nodes.
MarkovChain6	MarkovChain with six nodes.