Index

_

_input_shape (vgslify.core.factory.LayerFactory attribute) (vgslify.tensorflow.layers.TensorFlowLayerFactory attribute) (vgslify.tensorflow.TensorFlowLayerFactory attribute) (vgslify.torch.layers.TorchLayerFactory attribute) (vgslify.torch.TorchLayerFactory attribute)

A

activation (vgslify.core.config.ActivationConfig attribute) (vgslify.core.config.Conv2DConfig attribute) (vgslify.core.config.DenseConfig attribute)

activation() (vgslify.core.factory.LayerFactory method) ActivationConfig (class in vgslify.core.config)

B

BaseModelParser (class in vgslify.model_parsers.base) batch_size (vgslify.core.config.InputConfig attribute) batchnorm() (vgslify.core.factory.LayerFactory method) bidirectional (vgslify.core.config.RNNConfig attribute)

build() (vgslify.core.factory.LayerFactory method) (vgslify.tensorflow.layers.TensorFlowLayerFactory method) (vgslify.tensorflow.TensorFlowLayerFactory method) (vgslify.torch.layers.TorchLayerFactory method) (vgslify.torch.TorchLayerFactory method)

C

channels (vgslify.core.config.InputConfig attribute) construct_layer() (vgslify.generator.VGSLModelGenerator method) (vgslify.VGSLModelGenerator method)

conv2d() (vgslify.core.factory.LayerFactory method) Conv2DConfig (class in vgslify.core.config)

D

data_format (vgslify.core.factory.LayerFactory attribute) dense() (vgslify.core.factory.LayerFactory method) DenseConfig (class in vgslify.core.config)

depth (vgslify.core.config.InputConfig attribute) dropout (vgslify.core.config.RNNConfig attribute) dropout() (vgslify.core.factory.LayerFactory method) DropoutConfig (class in vgslify.core.config)

F

filters (vgslify.core.config.Conv2DConfig attribute)

flatten() (vgslify.core.factory.LayerFactory method) forward() (vgslify.torch.reshape.Reshape method)

G

generate_history() (vgslify.generator.VGSLModelGenerator method) (vgslify.VGSLModelGenerator method) generate_model() (vgslify.generator.VGSLModelGenerator method) (vgslify.VGSLModelGenerator method) generate_vgsl() (vgslify.model_parsers.base.BaseModelParser method) get_activation_function() (in module vgslify.core.utils) get_custom_layer_registry() (vgslify.tensorflow.layers.TensorFlowLayerFactory class method) (vgslify.tensorflow.TensorFlowLayerFactory class method) (vgslify.torch.layers.TorchLayerFactory class method) (vgslify.torch.TorchLayerFactory class method)

get_custom_parsers() (vgslify.model_parsers.tensorflow.TensorFlowModelParser class method) (vgslify.model_parsers.TensorFlowModelParser class method) (vgslify.model_parsers.torch.TorchModelParser class method) (vgslify.model_parsers.TorchModelParser class method) go_backwards (vgslify.core.config.RNNConfig attribute)

H

height (vgslify.core.config.InputConfig attribute)

I

input() (vgslify.core.factory.LayerFactory method)

InputConfig (class in vgslify.core.config)

K

kernel_size (vgslify.core.config.Conv2DConfig attribute)

L

layer_parsers (vgslify.model_parsers.tensorflow.TensorFlowModelParser attribute) (vgslify.model_parsers.TensorFlowModelParser attribute) (vgslify.model_parsers.torch.TorchModelParser attribute) (vgslify.model_parsers.TorchModelParser attribute) LayerFactory (class in vgslify.core.factory)

layers (vgslify.core.factory.LayerFactory attribute) (vgslify.tensorflow.layers.TensorFlowLayerFactory attribute) (vgslify.tensorflow.TensorFlowLayerFactory attribute) (vgslify.torch.layers.TorchLayerFactory attribute) (vgslify.torch.TorchLayerFactory attribute)

M

model_to_spec() (in module vgslify) (in module vgslify.utils) module vgslify vgslify.core vgslify.core.config vgslify.core.factory vgslify.core.spec_parser vgslify.core.utils vgslify.generator vgslify.model_parsers vgslify.model_parsers.base vgslify.model_parsers.tensorflow vgslify.model_parsers.torch vgslify.tensorflow vgslify.tensorflow.layers vgslify.torch vgslify.torch.layers vgslify.torch.reshape vgslify.utils

P

parse_activation() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method) parse_activation_spec() (in module vgslify.core.spec_parser) parse_batchnorm() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method) parse_conv2d() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method) parse_conv2d_spec() (in module vgslify.core.spec_parser) parse_dense() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method) parse_dense_spec() (in module vgslify.core.spec_parser) parse_dropout() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method) parse_dropout_spec() (in module vgslify.core.spec_parser) parse_flatten() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method)

parse_input() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method) parse_input_spec() (in module vgslify.core.spec_parser) parse_model() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method) parse_pooling() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method) parse_pooling2d_spec() (in module vgslify.core.spec_parser) parse_reshape() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method) parse_reshape_spec() (in module vgslify.core.spec_parser) parse_rnn() (vgslify.model_parsers.base.BaseModelParser method) (vgslify.model_parsers.tensorflow.TensorFlowModelParser method) (vgslify.model_parsers.TensorFlowModelParser method) (vgslify.model_parsers.torch.TorchModelParser method) (vgslify.model_parsers.TorchModelParser method) parse_rnn_spec() (in module vgslify.core.spec_parser) parse_spec() (in module vgslify.core.spec_parser) pool_size (vgslify.core.config.Pooling2DConfig attribute) pool_type (vgslify.core.config.Pooling2DConfig attribute) pooling2d() (vgslify.core.factory.LayerFactory method) Pooling2DConfig (class in vgslify.core.config)

R

rate (vgslify.core.config.DropoutConfig attribute) recurrent_dropout (vgslify.core.config.RNNConfig attribute) register() (vgslify.model_parsers.tensorflow.TensorFlowModelParser class method) (vgslify.model_parsers.TensorFlowModelParser class method) (vgslify.model_parsers.torch.TorchModelParser class method) (vgslify.model_parsers.TorchModelParser class method) (vgslify.tensorflow.layers.TensorFlowLayerFactory class method) (vgslify.tensorflow.TensorFlowLayerFactory class method) (vgslify.torch.layers.TorchLayerFactory class method) (vgslify.torch.TorchLayerFactory class method) register_custom_layer() (in module vgslify.tensorflow) (in module vgslify.tensorflow.layers) (in module vgslify.torch) (in module vgslify.torch.layers)

register_custom_parser() (in module vgslify.model_parsers.tensorflow) (in module vgslify.model_parsers.torch) Reshape (class in vgslify.torch.reshape) reshape() (vgslify.core.factory.LayerFactory method) ReshapeConfig (class in vgslify.core.config) return_sequences (vgslify.core.config.RNNConfig attribute) rnn() (vgslify.core.factory.LayerFactory method) rnn_type (vgslify.core.config.RNNConfig attribute) RNNConfig (class in vgslify.core.config)

S

shape (vgslify.core.factory.LayerFactory attribute) (vgslify.tensorflow.layers.TensorFlowLayerFactory attribute) (vgslify.tensorflow.TensorFlowLayerFactory attribute) (vgslify.torch.layers.TorchLayerFactory attribute) (vgslify.torch.TorchLayerFactory attribute)

strides (vgslify.core.config.Conv2DConfig attribute) (vgslify.core.config.Pooling2DConfig attribute)

T

target_shape (vgslify.core.config.ReshapeConfig attribute) TensorFlowLayerFactory (class in vgslify.tensorflow) (class in vgslify.tensorflow.layers) TensorFlowModelParser (class in vgslify.model_parsers) (class in vgslify.model_parsers.tensorflow)

TorchLayerFactory (class in vgslify.torch) (class in vgslify.torch.layers) TorchModelParser (class in vgslify.model_parsers) (class in vgslify.model_parsers.torch)

U

units (vgslify.core.config.DenseConfig attribute) (vgslify.core.config.RNNConfig attribute)

V

vgslify module vgslify.core module vgslify.core.config module vgslify.core.factory module vgslify.core.spec_parser module vgslify.core.utils module vgslify.generator module vgslify.model_parsers module vgslify.model_parsers.base module

vgslify.model_parsers.tensorflow module vgslify.model_parsers.torch module vgslify.tensorflow module vgslify.tensorflow.layers module vgslify.torch module vgslify.torch.layers module vgslify.torch.reshape module vgslify.utils module VGSLModelGenerator (class in vgslify) (class in vgslify.generator)

W

width (vgslify.core.config.InputConfig attribute)