Dive into Deep Learning
Table Of Contents
Dive into Deep Learning
Table Of Contents

Gluonbook Package Index

Name of Function or Class Relevant Chapter
accuracy Implementation of Softmax Regression Starting from Scratch
bbox_to_rect Object Detection and Bounding Boxes
Benchmark Asynchronous Computation
corr2d Two-dimensional Convolutional Layer
count_tokens Sentiment Classification: Using Recurrent Neural Networks
data_iter Implementation of Linear Regression Starting from Scratch
data_iter_consecutive Language Model Data Set (Jay Chou album lyrics)
data_iter_random Language Model Data Set (Jay Chou album lyrics)
download_imdb Sentiment Classification: Using Recurrent Neural Networks
download_voc_pascal Semantic Segmentation and Data Sets
evaluate_accuracy Image Augmentation
get_data_ch7 Mini-batch Stochastic Gradient Descent
get_fashion_mnist_labels Image Classification Data Set(Fashion-MNIST)
get_tokenized_imdb Sentiment Classification: Using Recurrent Neural Networks
get_vocab_imdb Sentiment Classification: Using Recurrent Neural Networks
grad_clipping Implementation of the Recurrent Neural Network from Scratch
linreg Implementation of Linear Regression Starting from Scratch
load_data_fashion_mnist Deep Convolutional Neural Networks (AlexNet)
load_data_jay_lyrics Language Model Data Set (Jay Chou album lyrics)
load_data_pikachu Object Detection Data Set(Pikachu)
plt Implementation of Linear Regression Starting from Scratch
predict_rnn Implementation of the Recurrent Neural Network from Scratch
predict_rnn_gluon Gluon Implementation for Recurrent Neural Networks
predict_sentiment Sentiment Classification: Using Recurrent Neural Networks
preprocess_imdb Sentiment Classification: Using Recurrent Neural Networks
read_imdb Sentiment Classification: Using Recurrent Neural Networks
read_voc_images Semantic Segmentation and Data Sets
Residual Residual Networks (ResNet)
resnet18 Gluon Implementation for Multi-GPU Computing
RNNModel Gluon Implementation for Recurrent Neural Networks
semilogy Model Selection
set_figsize Implementation of Linear Regression Starting from Scratch
sgd Implementation of Linear Regression Starting from Scratch
show_bboxes Anchor Boxes
show_fashion_mnist Image Classification Data Set(Fashion-MNIST)
show_images Image Augmentation
show_trace_2d Gradient Descent and Stochastic Gradient Descent
squared_loss Implementation of Linear Regression Starting from Scratch
to_onehot Implementation of the Recurrent Neural Network from Scratch
train Image Augmentation
train_2d Gradient Descent and Stochastic Gradient Descent
train_and_predict_rnn Implementation of the Recurrent Neural Network from Scratch
train_and_predict_rnn_gluon Gluon Implementation for Recurrent Neural Networks
train_ch3 Implementation of Softmax Regression Starting from Scratch
train_ch5 Convolutional Neural Networks (LeNet)
train_ch7 Mini-batch Stochastic Gradient Descent
train_gluon_ch7 Mini-batch Stochastic Gradient Descent
try_all_gpus Image Augmentation
try_gpu Convolutional Neural Networks (LeNet)
use_svg_display Implementation of Linear Regression Starting from Scratch
VOC_CLASSES Semantic Segmentation and Data Sets
VOC_COLORMAP Semantic Segmentation and Data Sets
voc_label_indices Semantic Segmentation and Data Sets
voc_rand_crop Semantic Segmentation and Data Sets
VOCSegDataset Semantic Segmentation and Data Sets