add_jumps!

ReservoirComputing.add_jumps! — Function

add_jumps!([rng], reservoir_matrix, weight, jump_size;
    signs = nothing, start = 1)

Adds jumps to a given reservoir_matrix with chosen weight and determined jump_size. weight can be either a number or an array.

Arguments

rng: Random number generator. Default is Utils.default_rng() from WeightInitializers.
reservoir_matrix: matrix to be changed.
weight: weight to add as a simple cycle. Can be either a single number or an array.
jump_size: size of the jump's distance.

Keyword arguments

signs: Controls sign flips. Use RandomSigns, RegularSigns, or IrrationalDigitSigns. Pass nothing to leave signs unchanged. Default is nothing.

Examples

julia> matrix = zeros(Float32, 5, 5);

julia> add_jumps!(matrix, 1.0, 2);

julia> matrix[1, 3] == matrix[3, 1] == matrix[3, 5] == matrix[5, 3] == 1.0f0
true

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