Index

A

add_dict() (in module kerch.utils.arch)

additive_chi2 (class in kerch.kernel)

B

base (class in kerch.kernel)

base_kernel (kerch.kernel.nystrom property)

C

C (kerch.kernel.base property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rff property) c (kerch.kernel.skewed_chi2 property) c() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) capitalize_only_first() (in module kerch.utils.cast) castf() (in module kerch.utils.cast) casti() (in module kerch.utils.cast) center (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property)

check_representation() (in module kerch.utils.cast) cosine (class in kerch.kernel) current_sample (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property)

D

degree (kerch.kernel.polynomial property) degree_trainable (kerch.kernel.polynomial property) dim (kerch.kernel.nystrom property) dim_feature (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property)

dim_input (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property)

E

eigs() (in module kerch.utils.math) explicit (class in kerch.kernel)

explicit_nn (class in kerch.kernel) exponential (class in kerch.kernel)

F

factory() (in module kerch.kernel) forward() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) (kerch.kernel.skewed_chi2 method)

G

gamma (kerch.kernel.indicator property) get_log_level() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) (kerch.kernel.skewed_chi2 method)

H

hat (class in kerch.kernel) hparams (kerch.kernel.additive_chi2 property) (kerch.kernel.cosine property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property)

hparams() (kerch.kernel.explicit_nn method) (kerch.kernel.linear method) (kerch.kernel.nystrom method)

I

idx (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property) implicit (class in kerch.kernel) implicit_nn (class in kerch.kernel)

indicator (class in kerch.kernel) init_sample() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) (kerch.kernel.skewed_chi2 method) invert_dict() (in module kerch.utils.arch)

K

K (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property) k() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) (kerch.kernel.skewed_chi2 method)

kerch.utils module kerch.utils.arch module kerch.utils.cast module kerch.utils.decorators module kerch.utils.math module kerch.utils.type module kwargs_decorator() (in module kerch.utils.decorators)

L

lag (kerch.kernel.hat property) (kerch.kernel.indicator property) lag_trainable (kerch.kernel.hat property) (kerch.kernel.indicator property)

laplacian (class in kerch.kernel) linear (class in kerch.kernel)

M

manifold_parameters() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) (kerch.kernel.skewed_chi2 method)

module kerch.utils kerch.utils.arch kerch.utils.cast kerch.utils.decorators kerch.utils.math kerch.utils.type

N

name (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property) normalize (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property) num_idx (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property)

num_sample (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property) num_weights (kerch.kernel.rff property) nystrom (class in kerch.kernel)

P

params (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property)

params_trainable (kerch.kernel.sigmoid property) phi() (kerch.kernel.base method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rff method) phi_sample (kerch.kernel.base property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rff property) polynomial (class in kerch.kernel) process_y() (in module kerch.utils.arch)

R

rbf (class in kerch.kernel) reset() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) (kerch.kernel.skewed_chi2 method)

rff (class in kerch.kernel)

S

sample (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property) sample_trainable (kerch.kernel.additive_chi2 property) (kerch.kernel.base property) (kerch.kernel.cosine property) (kerch.kernel.explicit property) (kerch.kernel.explicit_nn property) (kerch.kernel.exponential property) (kerch.kernel.hat property) (kerch.kernel.implicit property) (kerch.kernel.implicit_nn property) (kerch.kernel.indicator property) (kerch.kernel.laplacian property) (kerch.kernel.linear property) (kerch.kernel.nystrom property) (kerch.kernel.polynomial property) (kerch.kernel.rbf property) (kerch.kernel.rff property) (kerch.kernel.sigmoid property) (kerch.kernel.skewed_chi2 property) set_ftype() (in module kerch.utils.type) set_itype() (in module kerch.utils.type) set_log_level() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) (kerch.kernel.skewed_chi2 method)

sigma (kerch.kernel.exponential property) (kerch.kernel.laplacian property) (kerch.kernel.rbf property) sigma_trainable (kerch.kernel.exponential property) (kerch.kernel.laplacian property) (kerch.kernel.rbf property) sigmoid (class in kerch.kernel) skewed_chi2 (class in kerch.kernel) stochastic() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) (kerch.kernel.skewed_chi2 method)

T

train() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) (kerch.kernel.skewed_chi2 method)

U

update_sample() (kerch.kernel.additive_chi2 method) (kerch.kernel.base method) (kerch.kernel.cosine method) (kerch.kernel.explicit method) (kerch.kernel.explicit_nn method) (kerch.kernel.exponential method) (kerch.kernel.hat method) (kerch.kernel.implicit method) (kerch.kernel.implicit_nn method) (kerch.kernel.indicator method) (kerch.kernel.laplacian method) (kerch.kernel.linear method) (kerch.kernel.nystrom method) (kerch.kernel.polynomial method) (kerch.kernel.rbf method) (kerch.kernel.rff method) (kerch.kernel.sigmoid method) (kerch.kernel.skewed_chi2 method)

V

verify_dim() (in module kerch.utils.arch)

W

weights (kerch.kernel.rff property)

weights_trainable (kerch.kernel.rff property)