Reservoir Computing and Echo State Networks

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Documentation for package ‘reservoirnet’ version 0.3.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

%>>%	Takes two nodes and applies python operator '>>'
chevron	Takes two nodes and applies python operator '>>'
createNode	Function to create some node
dfCovid	Datagouv covid-19 dataset
generate_data	Load data from the 'Japanese vowels' or the 'Mackey-Glass'
install_reservoirpy	Install reservoirpy
last_reservoir_state	Extract the Last Reservoir State for Each Input Sequence
link	Link two :py:class:'~.Node' instances to form a :py:class:'~.Model' instance. 'node1' output will be used as input for 'node2' in the created model. This is similar to a function composition operation:
plot.reservoir_predict_seq	plot.reservoir_predict_seq
plot_2x2_perf	plot_2x2_perf
plot_marginal_perf	plot_marginal_perf
plot_perf_22	plot_perf_22
predict_seq	Run the node-forward function on a sequence of data
print.summary.reservoirR_fit	reservoirR_fit print summary
random_search_hyperparam	random_search_hyperparam
reservoirR_fit	Offline fitting method of a Node
rloguniform	rloguniform
summary.reservoirR_fit	reservoirR_fit summary
summary.reservoir_predict_seq	summary.reservoir_predict_seq