All Classes and Interfaces

Classes

Class	Description
AlexNet	AlexNet contains a generic implementation of AlexNet adapted from [torchvision implmentation](https://github.com/pytorch/vision/blob/master/torchvision/models/alexnet.py)
AlexNet.Builder	The Builder to construct a AlexNet object.
BasicModelZoo	Model Zoo is a repository that contains all models for DJL.
BasicZooProvider	An imperative model zoo provider implements the ZooProvider interface.
GoogLeNet	GoogLeNet uses a stack of a total of 9 inception blocks and global average pooling to generate its estimates.
GoogLeNet.Builder	The Builder to construct a GoogLeNet object.
LeNet	The model was introduced (and named for) Yann Lecun, for the purpose of recognizing handwritten digits in images [LeNet5](http://yann.lecun.com/exdb/lenet/).
LeNet.Builder	The Builder to construct a LeNet object.
Mlp	Multilayer Perceptron (MLP) NeuralNetworks.
MlpBlockFactory	A BlockFactory class that creates MLP block.
MobileNetV1	MobileNetV1 contains a generic implementation of Mobilenet adapted from https://github.com/weiaicunzai/pytorch-cifar100/blob/master/models/mobilenet.py (Original author weiaicunzai).
MobileNetV1.Builder	The Builder to construct a MobileNetV1 object.
MobileNetV2	MobileNetV2 contains a generic implementation of MobilenetV2 adapted from https://github.com/weiaicunzai/pytorch-cifar100/blob/master/models/mobilenetv2.py (Original author weiaicunzai).
MobileNetV2.Builder	The Builder to construct a MobileNetV2 object.
NiN	NiN uses convolutional layers with window shapes of 11×11 , 5×5 , and 3×3 , and the corresponding numbers of output channels are the same as in AlexNet.
NiN.Builder	The Builder to construct a NiN object.
ResnetBlockFactory	A BlockFactory class that creates ResNetV1 block.
ResNetV1	ResNetV1 contains a generic implementation of ResNet adapted from https://github.com/tornadomeet/ResNet/blob/master/symbol_resnet.py (Original author Wei Wu) by Antti-Pekka Hynninen.
ResNetV1.Builder	The Builder to construct a ResNetV1 object.
SimpleTextDecoder	SimpleTextDecoder implements a Decoder that employs a RecurrentBlock to decode text input.
SimpleTextEncoder	SimpleTextEncoder implements a Encoder that employs a RecurrentBlock to encode text input.
SingleShotDetection	SingleShotDetection is an implementation of Block that implements a Single Shot Detection (SSD) model for object detection.
SingleShotDetection.Builder	The Builder to construct a SingleShotDetection.
SqueezeNet	SqueezeNet contains a generic implementation of Squeezenet adapted from [torchvision implmentation](https://github.com/pytorch/vision/blob/master/torchvision/models/squeezenet.py)
SsdBlockFactory	A BlockFactory class that creates SingleShotDetection block.
TabNet	TabNet contains a generic implementation of TabNet adapted from https://towardsdatascience.com/implementing-tabnet-in-pytorch-fc977c383279 (Original author Samrat Thapa)
TabNet.AttentionTransformer	AttentionTransformer is where the tabNet models learn the relationship between relevant features, and decides which features to pass on to the feature transformer of the current decision step.
TabNet.Builder	The Builder to construct a TabNet object.
TabNet.DecisionStep	DecisionStep is just combining featureTransformer and attentionTransformer together.
VGG	VGG model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition" https://arxiv.org/abs/1409.1556 paper.
VGG.Builder	The Builder to construct a VGG object.
YOLOV3	YOLOV3 contains a generic implementation of yolov3 (Original author bubbliiiing).
YOLOV3.Builder	The Builder to construct a YOLOV3 object.