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reservoirnet 0.3.0

Add function last_reservoir_state() which computes the reservoir states for a given set of input sequences and extracts the final state of the reservoir for each sequence.

library(reservoirnet)
node <- reservoirnet::createNode("Reservoir", units = 100,
                                lr=0.1, sr=0.9,
                                seed = 1)
# Example input sequences
X <- list(matrix(runif(100), ncol = 1), matrix(runif(200), ncol = 1))  
last_states <- last_reservoir_state(node, X)
print(last_states)

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