ReservoirPy v0.2 tools (reservoirpy.compat)

ReservoirPy v0.2 tools, kept for compatibility with older projects.

Warning

ReservoirPy v0.2 tools are deprecated. No removal date has been set, however, we encourage users to switch to newer versions (v0.3) of the library. The function load_compat() can help you load v0.2 models using the new Node API (see Node functional API), introduced in version v0.3.

Load and backport

load_compat(directory)	Load a ReservoirPy v0.2.4 and lower ESN model as a ReservoirPy v0.3 model.
load(directory)	Load an ESN model in v0.2 format.

ESN and ESNOnline

ESN(lr, W, Win[, input_bias, reg_model, ...])	Base class of Echo State Networks.
ESNOnline(lr, W, Win, dim_out[, alpha_coef, ...])	Echo State Networks using FORCE algorithm as an online learning rule.

Regression models

regression_models.RidgeRegression([ridge, ...])

Ridge regression model for reservoir output weights learning.