simnets package

Subpackages

• simnets.ops package
  • Submodules
  • simnets.ops.mex module
  • simnets.ops.similarity module
• simnets.test package
  • Subpackages
    • simnets.test.keras package
• simnets.unsupervised package
  • Submodules
  • simnets.unsupervised.gmm module
  • simnets.unsupervised.kmeans module
  • simnets.unsupervised.pca module

Submodules

simnets.keras module

class simnets.keras.DirichletInit(alpha=1.0)

Bases: keras.initializers.Initializer

get_config()

class simnets.keras.Mex(num_instances=None, padding=[0, 0, 0], strides=[1, 1, 1], blocks=[1, 1, 1], epsilon=1.0, use_unshared_regions=True, shared_offset_region=[-1], unshared_offset_region=[-1], softmax_mode=False, blocks_out_of_bounds_value=0.0, blocks_round_down=True, normalize_offsets=False, offsets_initializer=<simnets.keras.DirichletInit object>, channels_last=False, **kwargs)

Bases: keras.engine.topology.Layer

build(input_shape)

call(x)

compute_output_shape(input_shape)

get_config()

class simnets.keras.Similarity(num_instances=None, similarity_function='L2', strides=[1, 1], blocks=[3, 3], padding='SAME', normalization_term=False, normalization_term_fudge=0.001, ignore_nan_input=False, out_of_bounds_value=0, templates_initializer='random_normal', weights_initializer='ones', channels_last=False, **kwargs)

Bases: keras.engine.topology.Layer

build(input_shape)

call(x)

compute_output_shape(input_shape)

get_config()

simnets.keras.dirichlet_init

alias of DirichletInit

simnets.keras.perform_unsupervised_init(model, kind='gmm', layers=[], data=None, batch_size=None)