DynamicalComponentsAnalysis
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Contents:
Dynamical Components Analysis (DCA)
Installation
API
DynamicalComponentsAnalysis
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B
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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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I
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J
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L
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M
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O
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P
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R
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S
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T
B
BaseComponentsAnalysis (class in dca.base)
block_toeplitz_covariance() (in module dca.cov_util)
build_loss() (in module dca.dca)
C
calc_block_toeplitz_logdets() (in module dca.cov_util)
calc_chunked_cov() (in module dca.cov_util)
calc_cov_from_cross_cov_mats() (in module dca.cov_util)
calc_cross_cov_mats_from_cov() (in module dca.cov_util)
calc_cross_cov_mats_from_data() (in module dca.cov_util)
calc_pi_for_gp() (in module dca.synth_data)
calc_pi_from_cov() (in module dca.cov_util)
calc_pi_from_cross_cov_mats() (in module dca.cov_util)
calc_pi_from_cross_cov_mats_block_toeplitz() (in module dca.cov_util)
calc_pi_from_data() (in module dca.cov_util)
coef_ (dca.base.SingleProjectionComponentsAnalysis attribute)
(dca.dca.DynamicalComponentsAnalysis attribute)
cross_condition_mean_ (dca.methods_comparison.JPCA attribute)
D
d (dca.base.SingleProjectionComponentsAnalysis attribute)
(dca.dca.DynamicalComponentsAnalysis attribute)
d_fit (dca.base.SingleProjectionComponentsAnalysis attribute)
(dca.dca.DynamicalComponentsAnalysis attribute)
dca.analysis
module
dca.base
module
dca.cov_util
module
dca.data_util
module
dca.dca
module
dca.methods_comparison
module
dca.synth_data
module
DynamicalComponentsAnalysis (class in dca.dca)
DynamicalComponentsAnalysisFFT (class in dca.dca)
E
eigen_vals_ (dca.methods_comparison.JPCA attribute)
eigen_vecs_ (dca.methods_comparison.JPCA attribute)
embed_gp() (in module dca.synth_data)
embedded_lorenz_cross_cov_mats() (in module dca.synth_data)
estimate_data_statistics() (dca.base.BaseComponentsAnalysis method)
(dca.dca.DynamicalComponentsAnalysis method)
extract_diag_blocks() (in module dca.cov_util)
F
fit() (dca.base.BaseComponentsAnalysis method)
(dca.base.SingleProjectionComponentsAnalysis method)
(dca.methods_comparison.GaussianProcessFactorAnalysis method)
(dca.methods_comparison.JPCA method)
(dca.methods_comparison.SlowFeatureAnalysis method)
fit_projection() (dca.base.BaseComponentsAnalysis method)
(dca.base.SingleProjectionComponentsAnalysis method)
fit_transform() (dca.base.BaseComponentsAnalysis method)
(dca.base.SingleProjectionComponentsAnalysis method)
(dca.methods_comparison.JPCA method)
(dca.methods_comparison.SlowFeatureAnalysis method)
ForecastableComponentsAnalysis (class in dca.methods_comparison)
form_lag_matrix() (in module dca.cov_util)
G
GaussianProcessFactorAnalysis (class in dca.methods_comparison)
gen_gp_cov() (in module dca.synth_data)
gen_gp_kernel() (in module dca.synth_data)
gen_lorenz_system() (in module dca.synth_data)
I
init_coef() (in module dca.base)
J
JPCA (class in dca.methods_comparison)
L
linear_decode_r2() (in module dca.analysis)
M
memoized (class in dca.cov_util)
module
dca.analysis
dca.base
dca.cov_util
dca.data_util
dca.dca
dca.methods_comparison
dca.synth_data
O
one_step() (in module dca.cov_util)
ortho_reg_fn() (in module dca.base)
P
pca_ (dca.methods_comparison.JPCA attribute)
proj_vectors_ (dca.methods_comparison.JPCA attribute)
project_cross_cov_mats() (in module dca.cov_util)
R
random_complement() (in module dca.analysis)
rectify_spectrum() (in module dca.cov_util)
S
sample_gp() (in module dca.synth_data)
score() (dca.base.BaseComponentsAnalysis method)
(dca.dca.DynamicalComponentsAnalysis method)
(dca.dca.DynamicalComponentsAnalysisFFT method)
SingleProjectionComponentsAnalysis (class in dca.base)
SlowFeatureAnalysis (class in dca.methods_comparison)
T
T (dca.base.BaseComponentsAnalysis attribute)
(dca.base.SingleProjectionComponentsAnalysis attribute)
(dca.dca.DynamicalComponentsAnalysis attribute)
T_fit (dca.base.BaseComponentsAnalysis attribute)
(dca.base.SingleProjectionComponentsAnalysis attribute)
(dca.dca.DynamicalComponentsAnalysis attribute)
toeplitzify() (in module dca.cov_util)
transform() (dca.base.BaseComponentsAnalysis method)
(dca.base.SingleProjectionComponentsAnalysis method)
(dca.methods_comparison.GaussianProcessFactorAnalysis method)
(dca.methods_comparison.JPCA method)
(dca.methods_comparison.SlowFeatureAnalysis method)
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