Index

_

__init__() (breze.learn.lde.LinearDenoiser method) (breze.learn.pca.Pca method) (breze.learn.pca.Zca method) (breze.learn.sfa.SlowFeatureAnalysis method) (breze.learn.trainer.score.MinibatchScore method) (breze.learn.xca.Xca method)

A

absolute() (in module breze.arch.component.loss)

B

bern_bern_kl() (in module breze.arch.component.loss) bern_ces() (in module breze.arch.component.loss) breze.arch.component.common (module) breze.arch.component.corrupt (module) breze.arch.component.distributions.mvn (module) breze.arch.component.distributions.normal (module) breze.arch.component.layer (module) breze.arch.component.loss (module) breze.arch.component.misc (module) breze.arch.component.norm (module) breze.arch.component.transfer (module), [1] breze.arch.component.varprop.common (module) breze.arch.component.varprop.loss (module)

breze.arch.component.varprop.transfer (module) breze.arch.model.varprop (module) breze.arch.model.varprop.rnn (module) breze.learn.data (module) breze.learn.feature (module) breze.learn.feature.emg (module) breze.learn.kmeans (module) breze.learn.lde (module) breze.learn.pca (module) breze.learn.sfa (module) breze.learn.trainer.score (module) breze.learn.xca (module)

C

cat_ce() (in module breze.arch.component.loss) cat_entropy() (in module breze.arch.component.misc) cca() (in module breze.learn.cca) cdf() (in module breze.arch.component.distributions.normal) collapse() (in module breze.learn.data) collapse_seq_borders() (in module breze.learn.data)

consecutify() (in module breze.learn.data) cpu_expr_to_gpu() (in module breze.arch.util) cpu_expr_to_gpu_nested() (in module breze.arch.util) cpu_tensor_to_gpu() (in module breze.arch.util) cpu_tensor_to_gpu_nested() (in module breze.arch.util)

D

distance_matrix() (in module breze.arch.component.misc) distance_matrix_by_diff() (in module breze.arch.component.misc)

drlim() (in module breze.arch.component.loss)

F

fit() (breze.learn.kmeans.GainShapeKMeans method) (breze.learn.lde.LinearDenoiser method) (breze.learn.pca.Pca method) (breze.learn.pca.Zca method) (breze.learn.sfa.SlowFeatureAnalysis method) (breze.learn.xca.Xca method) flatten() (in module breze.arch.util)

function() (breze.arch.util.Model method)

G

GainShapeKMeans (class in breze.learn.kmeans) garray_to_cudandarray_nested() (in module breze.arch.util) gaussian_perturb() (in module breze.arch.component.corrupt)

get_named_variables() (in module breze.arch.util) gnumpy_func_wrap() (in module breze.arch.util)

H

hinton() (in module breze.learn.display)

I

identity() (in module breze.arch.component.varprop.transfer) integrated() (in module breze.learn.feature.emg) interleave() (in module breze.learn.data)

interpolate() (in module breze.learn.data) inverse_transform() (breze.learn.pca.Pca method) (breze.learn.pca.Zca method) (breze.learn.xca.Xca method) iter_windows() (in module breze.learn.data)

L

l1() (in module breze.arch.component.norm) l2() (in module breze.arch.component.norm) LinearDenoiser (class in breze.learn.lde) logpdf() (in module breze.arch.component.distributions.mvn)

lookup() (in module breze.arch.util) lookup_some_key() (in module breze.arch.util) lp() (in module breze.arch.component.norm)

M

mask() (in module breze.arch.component.corrupt) mean_absolute_value() (in module breze.learn.feature.emg) mean_absolute_value_slope() (in module breze.learn.feature.emg) MinibatchScore (class in breze.learn.trainer.score)

Model (class in breze.arch.util) modified_mean_absolute_value_1() (in module breze.learn.feature.emg) modified_mean_absolute_value_2() (in module breze.learn.feature.emg)

N

ncac() (in module breze.arch.component.loss) ncar() (in module breze.arch.component.loss)

ncat_ce() (in module breze.arch.component.loss)

P

padzeros() (in module breze.learn.data) pairwise_diff() (in module breze.arch.component.misc) ParameterSet (class in breze.arch.util)

Pca (class in breze.learn.pca) pdf() (in module breze.arch.component.distributions.mvn) (in module breze.arch.component.distributions.normal) project_into_l2_ball() (in module breze.arch.component.misc)

R

rbf() (in module breze.learn.feature) reconstruct() (breze.learn.pca.Pca method) (breze.learn.pca.Zca method) (breze.learn.xca.Xca method) rectifier() (in module breze.arch.component.transfer) (in module breze.arch.component.varprop.transfer)

recurrent_layer() (in module breze.arch.model.varprop.rnn) root_mean_square() (in module breze.learn.feature.emg)

S

sample() (in module breze.learn.sampling.hmc) scatterplot_matrix() (in module breze.learn.display) shuffle() (in module breze.learn.data) sigmoid() (in module breze.arch.component.transfer) (in module breze.arch.component.varprop.transfer) simple() (in module breze.arch.component.layer) (in module breze.learn.trainer.score) skip() (in module breze.learn.data) slope_sign_change() (in module breze.learn.feature.emg) SlowFeatureAnalysis (class in breze.learn.sfa)

soft_l1() (in module breze.arch.component.norm) softmax() (in module breze.arch.component.transfer) softplus() (in module breze.arch.component.transfer) softsign() (in module breze.arch.component.transfer) split() (in module breze.learn.data) squared() (in module breze.arch.component.loss) supervised_loss() (in module breze.arch.component.common) (in module breze.arch.component.varprop.common)

T

tanh() (in module breze.arch.component.transfer) (in module breze.arch.component.varprop.transfer) tanhplus() (in module breze.arch.component.transfer) tell_deterministic() (in module breze.arch.util) theano_expr_bfs() (in module breze.arch.util)

theano_function_with_nested_exprs() (in module breze.arch.util) time_series_filter_plot() (in module breze.learn.display) transform() (breze.learn.kmeans.GainShapeKMeans method) (breze.learn.lde.LinearDenoiser method) (breze.learn.pca.Pca method) (breze.learn.pca.Zca method) (breze.learn.sfa.SlowFeatureAnalysis method) (breze.learn.xca.Xca method)

U

uncollapse() (in module breze.learn.data) uncollapse_seq_borders() (in module breze.learn.data) unflatten() (in module breze.arch.util)

uninterleave() (in module breze.learn.data) unsupervised_loss() (in module breze.arch.component.common) (in module breze.arch.component.varprop.common)

V

var_exp_for_gpu() (breze.arch.util.Model method)

variance() (in module breze.learn.feature.emg)

W

willison_amplitude() (in module breze.learn.feature.emg)

windowify() (in module breze.learn.data)

X

Xca (class in breze.learn.xca)

Z

Zca (class in breze.learn.pca)

zero_crossing() (in module breze.learn.feature.emg)