Index

A

adadelta() (in module lasagne.updates) adagrad() (in module lasagne.updates) adam() (in module lasagne.updates) adamax() (in module lasagne.updates) add_param() (lasagne.layers.Layer method)

aggregate() (in module lasagne.objectives) amsgrad() (in module lasagne.updates) apply_momentum() (in module lasagne.updates) apply_nesterov_momentum() (in module lasagne.updates) apply_penalty() (in module lasagne.regularization) as_theano_expression() (in module lasagne.utils)

B

batch_norm() (in module lasagne.layers) batch_norm_dnn() (in module lasagne.layers.dnn) BatchNormDNNLayer (class in lasagne.layers.dnn) BatchNormLayer (class in lasagne.layers)

BiasLayer (class in lasagne.layers) binary_accuracy() (in module lasagne.objectives) binary_crossentropy() (in module lasagne.objectives) binary_hinge_loss() (in module lasagne.objectives)

C

categorical_accuracy() (in module lasagne.objectives) categorical_crossentropy() (in module lasagne.objectives) collect_shared_vars() (in module lasagne.utils) compute_norms() (in module lasagne.utils) concat (in module lasagne.layers) ConcatLayer (class in lasagne.layers) Constant (class in lasagne.init) Conv1DLayer (class in lasagne.layers) Conv2DDNNLayer (class in lasagne.layers.dnn) Conv2DLayer (class in lasagne.layers) Conv2DMMLayer (class in lasagne.layers.corrmm) Conv3DDNNLayer (class in lasagne.layers.dnn)

Conv3DLayer (class in lasagne.layers) convolve() (lasagne.layers.Conv1DLayer method) (lasagne.layers.Conv2DLayer method) (lasagne.layers.Conv3DLayer method) (lasagne.layers.corrmm.Conv2DMMLayer method) (lasagne.layers.DilatedConv2DLayer method) (lasagne.layers.dnn.Conv2DDNNLayer method) (lasagne.layers.dnn.Conv3DDNNLayer method) (lasagne.layers.LocallyConnected2DLayer method) (lasagne.layers.TransposedConv2DLayer method) count_params() (in module lasagne.layers) create_param() (in module lasagne.utils) CustomRecurrentLayer (class in lasagne.layers)

D

Deconv2DLayer (in module lasagne.layers) DenseLayer (class in lasagne.layers) DilatedConv2DLayer (class in lasagne.layers) dimshuffle (in module lasagne.layers)

DimshuffleLayer (class in lasagne.layers) dropout (in module lasagne.layers) dropout_channels() (in module lasagne.layers) dropout_locations() (in module lasagne.layers) DropoutLayer (class in lasagne.layers)

E

ElemwiseMergeLayer (class in lasagne.layers) ElemwiseSumLayer (class in lasagne.layers)

elu() (in module lasagne.nonlinearities) EmbeddingLayer (class in lasagne.layers) ExpressionLayer (class in lasagne.layers)

F

FeaturePoolLayer (class in lasagne.layers) FeatureWTALayer (class in lasagne.layers)

flatten (in module lasagne.layers) FlattenLayer (class in lasagne.layers) floatX() (in module lasagne.utils)

G

Gate (class in lasagne.layers) GaussianNoiseLayer (class in lasagne.layers) get_all_layers() (in module lasagne.layers) get_all_param_values() (in module lasagne.layers) get_all_params() (in module lasagne.layers) get_output() (in module lasagne.layers) get_output_for() (lasagne.layers.BatchNormLayer method) (lasagne.layers.BiasLayer method) (lasagne.layers.ConcatLayer method) (lasagne.layers.CustomRecurrentLayer method) (lasagne.layers.DenseLayer method) (lasagne.layers.DimshuffleLayer method) (lasagne.layers.dnn.BatchNormDNNLayer method) (lasagne.layers.dnn.Pool2DDNNLayer method) (lasagne.layers.dnn.Pool3DDNNLayer method) (lasagne.layers.dnn.SpatialPyramidPoolingDNNLayer method) (lasagne.layers.DropoutLayer method) (lasagne.layers.ElemwiseMergeLayer method) (lasagne.layers.ElemwiseSumLayer method) (lasagne.layers.EmbeddingLayer method) (lasagne.layers.ExpressionLayer method) (lasagne.layers.FeaturePoolLayer method) (lasagne.layers.FeatureWTALayer method) (lasagne.layers.FlattenLayer method) (lasagne.layers.GaussianNoiseLayer method) (lasagne.layers.GlobalPoolLayer method) (lasagne.layers.GRULayer method) (lasagne.layers.InverseLayer method) (lasagne.layers.Layer method) (lasagne.layers.LocalResponseNormalization2DLayer method) (lasagne.layers.LSTMLayer method) (lasagne.layers.MergeLayer method) (lasagne.layers.NINLayer method) (lasagne.layers.NonlinearityLayer method) (lasagne.layers.PadLayer method) (lasagne.layers.ParametricRectifierLayer method) (lasagne.layers.Pool1DLayer method) (lasagne.layers.Pool2DLayer method) (lasagne.layers.Pool3DLayer method) (lasagne.layers.RandomizedRectifierLayer method) (lasagne.layers.ReshapeLayer method) (lasagne.layers.ScaleLayer method) (lasagne.layers.SpatialPyramidPoolingLayer method) (lasagne.layers.StandardizationLayer method) (lasagne.layers.TPSTransformerLayer method) (lasagne.layers.TransformerLayer method) (lasagne.layers.Upscale1DLayer method) (lasagne.layers.Upscale2DLayer method) (lasagne.layers.Upscale3DLayer method)

get_output_shape() (in module lasagne.layers) get_output_shape_for() (lasagne.layers.ConcatLayer method) (lasagne.layers.CustomRecurrentLayer method) (lasagne.layers.DenseLayer method) (lasagne.layers.DilatedConv2DLayer method) (lasagne.layers.DimshuffleLayer method) (lasagne.layers.dnn.Pool2DDNNLayer method) (lasagne.layers.dnn.Pool3DDNNLayer method) (lasagne.layers.dnn.SpatialPyramidPoolingDNNLayer method) (lasagne.layers.ElemwiseMergeLayer method) (lasagne.layers.EmbeddingLayer method) (lasagne.layers.ExpressionLayer method) (lasagne.layers.FeaturePoolLayer method) (lasagne.layers.FlattenLayer method) (lasagne.layers.GlobalPoolLayer method) (lasagne.layers.GRULayer method) (lasagne.layers.InverseLayer method) (lasagne.layers.Layer method) (lasagne.layers.LocalResponseNormalization2DLayer method) (lasagne.layers.LSTMLayer method) (lasagne.layers.MergeLayer method) (lasagne.layers.NINLayer method) (lasagne.layers.PadLayer method) (lasagne.layers.Pool1DLayer method) (lasagne.layers.Pool2DLayer method) (lasagne.layers.Pool3DLayer method) (lasagne.layers.ReshapeLayer method) (lasagne.layers.SpatialPyramidPoolingLayer method) (lasagne.layers.TPSTransformerLayer method) (lasagne.layers.TransformerLayer method) (lasagne.layers.TransposedConv2DLayer method) (lasagne.layers.Upscale1DLayer method) (lasagne.layers.Upscale2DLayer method) (lasagne.layers.Upscale3DLayer method) get_params() (lasagne.layers.CustomRecurrentLayer method) (lasagne.layers.Layer method) get_rng() (in module lasagne.random) get_W_shape() (lasagne.layers.DilatedConv2DLayer method) (lasagne.layers.LocallyConnected2DLayer method) (lasagne.layers.TransposedConv2DLayer method) GlobalPoolLayer (class in lasagne.layers) Glorot (class in lasagne.init) GlorotNormal (class in lasagne.init) GlorotUniform (class in lasagne.init) GRULayer (class in lasagne.layers)

H

He (class in lasagne.init) HeNormal (class in lasagne.init)

HeUniform (class in lasagne.init) huber_loss() (in module lasagne.objectives)

I

identity() (in module lasagne.nonlinearities) Initializer (class in lasagne.init) InputLayer (class in lasagne.layers)

instance_norm() (in module lasagne.layers) int_types (in module lasagne.utils) InverseLayer (class in lasagne.layers)

L

l1() (in module lasagne.regularization) l2() (in module lasagne.regularization) lasagne.init (module) lasagne.layers (module) lasagne.layers.base (module) lasagne.layers.conv (module) lasagne.layers.corrmm (module) lasagne.layers.dense (module) lasagne.layers.dnn (module) lasagne.layers.embedding (module) lasagne.layers.helper (module) lasagne.layers.input (module) lasagne.layers.local (module) lasagne.layers.merge (module) lasagne.layers.noise (module) lasagne.layers.normalization (module) lasagne.layers.pool (module)

lasagne.layers.recurrent (module) lasagne.layers.shape (module) lasagne.layers.special (module) lasagne.nonlinearities (module) lasagne.objectives (module) lasagne.random (module) lasagne.regularization (module) lasagne.updates (module) lasagne.utils (module) Layer (class in lasagne.layers) layer_norm() (in module lasagne.layers) leaky_rectify() (in module lasagne.nonlinearities) LeakyRectify (class in lasagne.nonlinearities) linear() (in module lasagne.nonlinearities) LocallyConnected2DLayer (class in lasagne.layers) LocalResponseNormalization2DLayer (class in lasagne.layers) LSTMLayer (class in lasagne.layers)

M

MaxPool1DLayer (class in lasagne.layers) MaxPool2DDNNLayer (class in lasagne.layers.dnn) MaxPool2DLayer (class in lasagne.layers) MaxPool3DDNNLayer (class in lasagne.layers.dnn)

MaxPool3DLayer (class in lasagne.layers) MergeLayer (class in lasagne.layers) momentum() (in module lasagne.updates) multiclass_hinge_loss() (in module lasagne.objectives)

N

nesterov_momentum() (in module lasagne.updates) NINLayer (class in lasagne.layers)

NonlinearityLayer (class in lasagne.layers) norm_constraint() (in module lasagne.updates) Normal (class in lasagne.init)

O

one_hot() (in module lasagne.utils)

Orthogonal (class in lasagne.init)

P

pad (in module lasagne.layers) PadLayer (class in lasagne.layers) ParametricRectifierLayer (class in lasagne.layers) Pool1DLayer (class in lasagne.layers)

Pool2DDNNLayer (class in lasagne.layers.dnn) Pool2DLayer (class in lasagne.layers) Pool3DDNNLayer (class in lasagne.layers.dnn) Pool3DLayer (class in lasagne.layers) prelu() (in module lasagne.layers)

R

RandomizedRectifierLayer (class in lasagne.layers) rectify() (in module lasagne.nonlinearities) RecurrentLayer (class in lasagne.layers) regularize_layer_params() (in module lasagne.regularization) regularize_layer_params_weighted() (in module lasagne.regularization)

regularize_network_params() (in module lasagne.regularization) reshape (in module lasagne.layers) ReshapeLayer (class in lasagne.layers) rmsprop() (in module lasagne.updates) rrelu() (in module lasagne.layers)

S

sample() (lasagne.init.Constant method) (lasagne.init.Glorot method) (lasagne.init.He method) (lasagne.init.Initializer method) (lasagne.init.Normal method) (lasagne.init.Orthogonal method) (lasagne.init.Sparse method) (lasagne.init.Uniform method) ScaledTanH (class in lasagne.nonlinearities) ScaledTanh (in module lasagne.nonlinearities) ScaleLayer (class in lasagne.layers) SELU (class in lasagne.nonlinearities) selu() (in module lasagne.nonlinearities) set_all_param_values() (in module lasagne.layers)

set_rng() (in module lasagne.random) sgd() (in module lasagne.updates) shared_empty() (in module lasagne.utils) sigmoid() (in module lasagne.nonlinearities) SliceLayer (class in lasagne.layers) softmax() (in module lasagne.nonlinearities) softplus() (in module lasagne.nonlinearities) Sparse (class in lasagne.init) spatial_dropout() (in module lasagne.layers) SpatialPyramidPoolingDNNLayer (class in lasagne.layers.dnn) SpatialPyramidPoolingLayer (class in lasagne.layers) squared_error() (in module lasagne.objectives) StandardizationLayer (class in lasagne.layers) standardize() (in module lasagne.layers)

T

tanh() (in module lasagne.nonlinearities) total_norm_constraint() (in module lasagne.updates)

TPSTransformerLayer (class in lasagne.layers) TransformerLayer (class in lasagne.layers) TransposedConv2DLayer (class in lasagne.layers)

U

Uniform (class in lasagne.init) unique() (in module lasagne.utils)

Upscale1DLayer (class in lasagne.layers) Upscale2DLayer (class in lasagne.layers) Upscale3DLayer (class in lasagne.layers)

V

very_leaky_rectify() (in module lasagne.nonlinearities)