EchoTorch
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Echo State Network learning mechanics
Package Reference
echotorch package
echotorch.datasets package
echotorch.nn
echotorch.tools package
EchoTorch
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A
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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P
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R
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S
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T
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W
A
align_pattern() (in module echotorch.utils)
(in module echotorch.utils.utility_functions)
average_prob() (in module echotorch.utils)
(in module echotorch.utils.utility_functions)
C
compute_correlation_matrix() (in module echotorch.utils)
(in module echotorch.utils.utility_functions)
compute_similarity_matrix() (in module echotorch.utils)
(in module echotorch.utils.utility_functions)
compute_singular_values() (in module echotorch.utils)
(in module echotorch.utils.utility_functions)
cumperplexity() (in module echotorch.utils)
(in module echotorch.utils.error_measures)
D
DatasetComposer (class in echotorch.datasets)
deep_spectral_radius() (in module echotorch.utils)
(in module echotorch.utils.utility_functions)
E
echotorch (module)
echotorch.datasets (module)
echotorch.datasets.MackeyGlassDataset (module)
echotorch.datasets.MemTestDataset (module)
echotorch.datasets.NARMADataset (module)
echotorch.utils (module)
echotorch.utils.error_measures (module)
echotorch.utils.utility_functions (module)
ESN (class in nn)
ESNCell (class in nn)
F
finalize() (nn.ESN method)
find_phase_shift() (in module echotorch.utils)
(in module echotorch.utils.utility_functions)
forward() (nn.ESN method)
(nn.ESNCell method)
(nn.LiESNCell method)
G
generalized_squared_cosine() (in module echotorch.utils)
(in module echotorch.utils.error_measures)
generate_gaussian_matrix() (nn.ESNCell static method)
generate_uniform_matrix() (nn.ESNCell static method)
generate_w() (nn.ESNCell static method)
get_spectral_radius() (nn.ESN method)
(nn.ESNCell method)
get_w_out() (nn.ESN method)
H
HenonAttractor (class in echotorch.datasets)
hidden (nn.ESN attribute)
I
init_hidden() (nn.ESNCell method)
L
LambdaDataset (class in echotorch.datasets)
LiESN (class in nn)
LiESNCell (class in nn)
LogisticMapDataset (class in echotorch.datasets)
LorenzAttractor (class in echotorch.datasets)
M
MackeyGlassDataset (class in echotorch.datasets)
(class in echotorch.datasets.MackeyGlassDataset)
max_average_through_time() (in module echotorch.utils)
(in module echotorch.utils.utility_functions)
MemTestDataset (class in echotorch.datasets)
(class in echotorch.datasets.MemTestDataset)
mse() (in module echotorch.utils)
(in module echotorch.utils.error_measures)
N
NARMADataset (class in echotorch.datasets)
(class in echotorch.datasets.NARMADataset)
neurons_activities_1d() (in module echotorch.utils)
neurons_activities_2d() (in module echotorch.utils)
neurons_activities_3d() (in module echotorch.utils)
nmse() (in module echotorch.utils)
(in module echotorch.utils.error_measures)
normalize() (in module echotorch.utils)
(in module echotorch.utils.utility_functions)
nrmse() (in module echotorch.utils)
(in module echotorch.utils.error_measures)
P
PeriodicSignalDataset (class in echotorch.datasets)
perplexity() (in module echotorch.utils)
(in module echotorch.utils.error_measures)
plot_singular_values() (in module echotorch.utils)
R
random_initial_points() (echotorch.datasets.SinusoidalTimeseries method)
regenerate() (echotorch.datasets.HenonAttractor method)
(echotorch.datasets.LorenzAttractor method)
(echotorch.datasets.RosslerAttractor method)
(echotorch.datasets.SinusoidalTimeseries method)
reset() (nn.ESN method)
reset_hidden() (nn.ESN method)
(nn.ESNCell method)
rmse() (in module echotorch.utils)
(in module echotorch.utils.error_measures)
RosslerAttractor (class in echotorch.datasets)
S
set_hidden() (nn.ESNCell method)
set_w() (nn.ESN method)
show_1d_timeseries() (in module echotorch.utils)
show_2d_timeseries() (in module echotorch.utils)
show_3d_timeseries() (in module echotorch.utils)
show_conceptors_similarity_matrix() (in module echotorch.utils)
show_similarity_matrix() (in module echotorch.utils)
show_sv_for_increasing_aperture() (in module echotorch.utils)
SinusoidalTimeseries (class in echotorch.datasets)
spectral_radius() (in module echotorch.utils)
(in module echotorch.utils.utility_functions)
T
to_sparse() (nn.ESNCell static method)
torch.nn (module)
W
w (nn.ESN attribute)
w_in (nn.ESN attribute)
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