Module Import alias FunctionDef arguments args defaults body ImportFrom alias With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad attr TupleLoad Num Num decorator_list FunctionDef arguments args defaults body ImportFrom alias For NameStore Call AttributeLoad NameLoad attr body If Call NameLoad Call AttributeLoad NameLoad attr body For NameStore Call AttributeLoad NameLoad attr body Assert CompareEq AttributeLoad Call AttributeLoad Call NameLoad attr TupleLoad Num Num attr TupleLoad Num Num orelse Assert CompareEq AttributeLoad Call AttributeLoad Call NameLoad attr TupleLoad Num Num attr TupleLoad Num Num decorator_list FunctionDef arguments args defaults body ImportFrom alias alias ImportFrom alias alias alias alias alias alias ImportFrom alias ImportFrom alias Assign NameStore Num Assign NameStore Call NameLoad For NameStore ListLoad NameLoad NameLoad NameLoad NameLoad NameLoad NameLoad body Expr Call NameLoad Call NameLoad NameLoad Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Expr Call NameLoad Call NameLoad NameLoad Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Expr Call NameLoad NameLoad Assert Call NameLoad NameLoad NameLoad Call AttributeLoad Str attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad Num attr TupleLoad Num Num Assert CompareEq AttributeLoad NameLoad attr TupleLoad Num Num Assert CompareLtELt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLtE Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad TupleLoad Num Num attr TupleLoad Num Num Assert CompareEq AttributeLoad NameLoad attr TupleLoad Num Num Assert CompareLtELt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLtE Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad keyword Num keyword Num attr TupleLoad Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad attr TupleLoad Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad keyword Num attr TupleLoad Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call NameLoad keyword Str attr TupleLoad Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Assert CompareLtELt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLtE Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Num Assert CompareLtELt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLtE Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad keyword Num attr TupleLoad Num Num Assert CompareLtELt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLtE Num Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call NameLoad keyword Str attr TupleLoad Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num Num Num Assert CompareLtELt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLtE Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad attr TupleLoad Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad keyword Num attr TupleLoad Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call NameLoad keyword Str attr TupleLoad Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Assert CompareLtELt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLtE Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Num Assert CompareLtELt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLtE Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad keyword Num attr TupleLoad Num Num Assert CompareLtELt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLtE Num Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call NameLoad keyword Str attr TupleLoad Num Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLt Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num Num Num Assert CompareLtELt Num Call AttributeLoad NameLoad attr Num Assert CompareLtLtE Num Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body ImportFrom alias With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad keyword NameLoad attr TupleLoad Num Num Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad Num attr TupleLoad Num Num Assert Call AttributeLoad CompareEq NameLoad Num attr decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad keyword Num attr TupleLoad Num Num Assert CompareEq Call AttributeLoad CompareNotEq NameLoad Num attr BinOpMult BinOpMult Num Num Num decorator_list FunctionDef arguments args defaults body ImportFrom alias With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad attr TupleLoad Num decorator_list FunctionDef arguments args defaults body Import alias identifier ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num keyword Num Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr Num keyword Num decorator_list FunctionDef arguments args defaults body Import alias identifier ImportFrom alias Assign NameStore Num Assign NameStore Call AttributeLoad Call NameLoad NameLoad attr TupleLoad Num Num Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr BinOpMult BinOpMult NameLoad NameLoad Call AttributeLoad NameLoad attr Num keyword Num Assign NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call NameLoad Str attr TupleLoad Num Num Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr BinOpMult BinOpMult NameLoad NameLoad Call AttributeLoad NameLoad attr Num keyword Num decorator_list FunctionDef arguments args defaults body Import alias identifier ImportFrom alias Assign NameStore Call AttributeLoad Call NameLoad attr TupleLoad Num Num Num Assign NameStore Call AttributeLoad NameLoad attr Num BinOpMult Num Num Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num keyword Num decorator_list FunctionDef arguments args defaults body ImportFrom alias With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad Call NameLoad attr TupleLoad Num decorator_list
N/A N/A pytest test_initializer_sample N/A N/A N/A N/A lasagne.init Initializer N/A N/A N/A pytest raises NotImplementedError N/A N/A N/A N/A N/A Initializer sample N/A 100 100 N/A test_shape N/A N/A N/A N/A lasagne.init Initializer N/A klass N/A N/A Initializer __subclasses__ N/A N/A N/A len N/A N/A klass __subclasses__ N/A N/A sub_klass N/A N/A klass __subclasses__ N/A N/A N/A N/A N/A N/A N/A sub_klass sample N/A 12 23 shape N/A 12 23 N/A N/A N/A N/A N/A N/A N/A klass sample N/A 12 23 shape N/A 12 23 N/A test_specified_rng N/A N/A N/A N/A lasagne.random get_rng set_rng lasagne.init Normal Uniform GlorotNormal GlorotUniform Sparse Orthogonal numpy.random RandomState numpy allclose N/A seed 123456789 N/A rng N/A get_rng N/A init_class N/A Normal Uniform GlorotNormal GlorotUniform Sparse Orthogonal N/A N/A N/A set_rng N/A RandomState seed N/A sample1 N/A N/A N/A init_class sample N/A 100 100 N/A N/A set_rng N/A RandomState seed N/A sample2 N/A N/A N/A init_class sample N/A 100 100 N/A N/A set_rng rng N/A N/A allclose sample1 sample2 N/A N/A random initialization was inconsistent for {} format N/A init_class __name__ N/A test_normal N/A N/A N/A N/A lasagne.init Normal N/A sample N/A N/A N/A Normal sample N/A 100 200 N/A N/A -0.001 N/A N/A sample mean 0.001 N/A N/A 0.009 N/A N/A sample std 0.011 N/A test_uniform_range_as_number N/A N/A N/A N/A lasagne.init Uniform N/A sample N/A N/A N/A Uniform 1.0 sample N/A 300 400 N/A N/A N/A sample shape N/A 300 400 N/A N/A -1.0 N/A N/A sample min -0.9 N/A N/A 0.9 N/A N/A sample max 1.0 N/A test_uniform_range_as_range N/A N/A N/A N/A lasagne.init Uniform N/A sample N/A N/A N/A Uniform N/A 0.0 1.0 sample N/A 300 400 N/A N/A N/A sample shape N/A 300 400 N/A N/A 0.0 N/A N/A sample min 0.1 N/A N/A 0.9 N/A N/A sample max 1.0 N/A test_uniform_mean_std N/A N/A N/A N/A lasagne.init Uniform N/A sample N/A N/A N/A Uniform std 1.0 mean 5.0 sample N/A 300 400 N/A N/A 4.9 N/A N/A sample mean 5.1 N/A N/A 0.9 N/A N/A sample std 1.1 N/A test_glorot_normal N/A N/A N/A N/A lasagne.init GlorotNormal N/A sample N/A N/A N/A GlorotNormal sample N/A 100 100 N/A N/A -0.01 N/A N/A sample mean 0.01 N/A N/A 0.09 N/A N/A sample std 0.11 N/A test_glorot_1d_not_supported N/A N/A N/A N/A lasagne.init GlorotNormal N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A GlorotNormal sample N/A 100 N/A test_glorot_normal_receptive_field N/A N/A N/A N/A lasagne.init GlorotNormal N/A sample N/A N/A N/A GlorotNormal sample N/A 50 50 2 N/A N/A -0.01 N/A N/A sample mean 0.01 N/A N/A 0.09 N/A N/A sample std 0.11 N/A test_glorot_normal_gain N/A N/A N/A N/A lasagne.init GlorotNormal N/A sample N/A N/A N/A GlorotNormal gain 10.0 sample N/A 100 100 N/A N/A -0.1 N/A N/A sample mean 0.1 N/A N/A 0.9 N/A N/A sample std 1.1 N/A sample N/A N/A N/A GlorotNormal gain relu sample N/A 100 100 N/A N/A -0.01 N/A N/A sample mean 0.01 N/A N/A 0.132 N/A N/A sample std 0.152 N/A test_glorot_normal_c01b N/A N/A N/A N/A lasagne.init GlorotNormal N/A sample N/A N/A N/A GlorotNormal c01b True sample N/A 25 2 2 25 N/A N/A -0.01 N/A N/A sample mean 0.01 N/A N/A 0.09 N/A N/A sample std 0.11 N/A test_glorot_normal_c01b_4d_only N/A N/A N/A N/A lasagne.init GlorotNormal N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A GlorotNormal c01b True sample N/A 100 N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A GlorotNormal c01b True sample N/A 100 100 N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A GlorotNormal c01b True sample N/A 100 100 100 N/A test_glorot_uniform N/A N/A N/A N/A lasagne.init GlorotUniform N/A sample N/A N/A N/A GlorotUniform sample N/A 150 450 N/A N/A -0.1 N/A N/A sample min -0.09 N/A N/A 0.09 N/A N/A sample max 0.1 N/A test_glorot_uniform_receptive_field N/A N/A N/A N/A lasagne.init GlorotUniform N/A sample N/A N/A N/A GlorotUniform sample N/A 150 150 2 N/A N/A -0.1 N/A N/A sample min -0.09 N/A N/A 0.09 N/A N/A sample max 0.1 N/A test_glorot_uniform_gain N/A N/A N/A N/A lasagne.init GlorotUniform N/A sample N/A N/A N/A GlorotUniform gain 10.0 sample N/A 150 450 N/A N/A -1.0 N/A N/A sample min -0.9 N/A N/A 0.9 N/A N/A sample max 1.0 N/A sample N/A N/A N/A GlorotUniform gain relu sample N/A 100 100 N/A N/A -0.01 N/A N/A sample mean 0.01 N/A N/A 0.132 N/A N/A sample std 0.152 N/A test_glorot_uniform_c01b N/A N/A N/A N/A lasagne.init GlorotUniform N/A sample N/A N/A N/A GlorotUniform c01b True sample N/A 75 2 2 75 N/A N/A -0.1 N/A N/A sample min -0.09 N/A N/A 0.09 N/A N/A sample max 0.1 N/A test_glorot_uniform_c01b_4d_only N/A N/A N/A N/A lasagne.init GlorotUniform N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A GlorotUniform c01b True sample N/A 100 N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A GlorotUniform c01b True sample N/A 100 100 N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A GlorotUniform c01b True sample N/A 100 100 100 N/A test_he_normal N/A N/A N/A N/A lasagne.init HeNormal N/A sample N/A N/A N/A HeNormal sample N/A 100 100 N/A N/A -0.01 N/A N/A sample mean 0.01 N/A N/A 0.09 N/A N/A sample std 0.11 N/A test_he_1d_not_supported N/A N/A N/A N/A lasagne.init HeNormal N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A HeNormal sample N/A 100 N/A test_he_normal_receptive_field N/A N/A N/A N/A lasagne.init HeNormal N/A sample N/A N/A N/A HeNormal sample N/A 50 50 2 N/A N/A -0.01 N/A N/A sample mean 0.01 N/A N/A 0.09 N/A N/A sample std 0.11 N/A test_he_normal_gain N/A N/A N/A N/A lasagne.init HeNormal N/A sample N/A N/A N/A HeNormal gain 10.0 sample N/A 100 100 N/A N/A -0.1 N/A N/A sample mean 0.1 N/A N/A 0.9 N/A N/A sample std 1.1 N/A sample N/A N/A N/A HeNormal gain relu sample N/A 200 50 N/A N/A -0.1 N/A N/A sample mean 0.1 N/A N/A 0.07 N/A N/A sample std 0.12 N/A test_he_normal_c01b N/A N/A N/A N/A lasagne.init HeNormal N/A sample N/A N/A N/A HeNormal c01b True sample N/A 25 2 2 25 N/A N/A -0.01 N/A N/A sample mean 0.01 N/A N/A 0.09 N/A N/A sample std 0.11 N/A test_he_normal_c01b_4d_only N/A N/A N/A N/A lasagne.init HeNormal N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A HeNormal c01b True sample N/A 100 N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A HeNormal c01b True sample N/A 100 100 N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A HeNormal c01b True sample N/A 100 100 100 N/A test_he_uniform N/A N/A N/A N/A lasagne.init HeUniform N/A sample N/A N/A N/A HeUniform sample N/A 300 200 N/A N/A -0.1 N/A N/A sample min -0.09 N/A N/A 0.09 N/A N/A sample max 0.1 N/A test_he_uniform_receptive_field N/A N/A N/A N/A lasagne.init HeUniform N/A sample N/A N/A N/A HeUniform sample N/A 150 150 2 N/A N/A -0.1 N/A N/A sample min -0.09 N/A N/A 0.09 N/A N/A sample max 0.1 N/A test_he_uniform_gain N/A N/A N/A N/A lasagne.init HeUniform N/A sample N/A N/A N/A HeUniform gain 10.0 sample N/A 300 200 N/A N/A -1.0 N/A N/A sample min -0.9 N/A N/A 0.9 N/A N/A sample max 1.0 N/A sample N/A N/A N/A HeUniform gain relu sample N/A 100 100 N/A N/A -0.1 N/A N/A sample mean 0.1 N/A N/A 0.1 N/A N/A sample std 0.2 N/A test_he_uniform_c01b N/A N/A N/A N/A lasagne.init HeUniform N/A sample N/A N/A N/A HeUniform c01b True sample N/A 75 2 2 75 N/A N/A -0.1 N/A N/A sample min -0.09 N/A N/A 0.09 N/A N/A sample max 0.1 N/A test_he_uniform_c01b_4d_only N/A N/A N/A N/A lasagne.init HeUniform N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A HeUniform c01b True sample N/A 100 N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A HeUniform c01b True sample N/A 100 100 N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A HeUniform c01b True sample N/A 100 100 100 N/A test_constant N/A N/A N/A N/A lasagne.init Constant N/A sample N/A N/A N/A Constant 1.0 sample N/A 10 20 N/A N/A N/A N/A sample 1.0 all N/A test_sparse N/A N/A N/A N/A lasagne.init Sparse N/A sample N/A N/A N/A Sparse sparsity 0.1 sample N/A 10 20 N/A N/A N/A N/A N/A sample 0.0 sum N/A N/A 10 20 0.1 N/A test_sparse_1d_not_supported N/A N/A N/A N/A lasagne.init Sparse N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A Sparse sample N/A 100 N/A test_orthogonal N/A N/A N/A N/A N/A numpy np lasagne.init Orthogonal N/A sample N/A N/A N/A Orthogonal sample N/A 100 200 N/A N/A N/A np allclose N/A N/A np dot sample N/A sample T N/A N/A np eye 100 atol 1e-06 N/A sample N/A N/A N/A Orthogonal sample N/A 200 100 N/A N/A N/A np allclose N/A N/A np dot N/A sample T sample N/A N/A np eye 100 atol 1e-06 N/A test_orthogonal_gain N/A N/A N/A N/A N/A numpy np lasagne.init Orthogonal N/A gain 2 N/A sample N/A N/A N/A Orthogonal gain sample N/A 100 200 N/A N/A N/A np allclose N/A N/A np dot sample N/A sample T N/A N/A gain gain N/A N/A np eye 100 atol 1e-06 N/A gain N/A N/A np sqrt 2 N/A sample N/A N/A N/A Orthogonal relu sample N/A 100 200 N/A N/A N/A np allclose N/A N/A np dot sample N/A sample T N/A N/A gain gain N/A N/A np eye 100 atol 1e-06 N/A test_orthogonal_multi N/A N/A N/A N/A N/A numpy np lasagne.init Orthogonal N/A sample N/A N/A N/A Orthogonal sample N/A 100 50 80 N/A sample N/A N/A sample reshape 100 N/A 50 80 N/A N/A N/A np allclose N/A N/A np dot sample N/A sample T N/A N/A np eye 100 atol 1e-06 N/A test_orthogonal_1d_not_supported N/A N/A N/A N/A lasagne.init Orthogonal N/A N/A N/A pytest raises RuntimeError N/A N/A N/A N/A N/A Orthogonal sample N/A 100 N/A