D2L Book


Topic Replies Activity
Random Variables 1 November 15, 2019
Multivariable Calculus 1 November 15, 2019
Single Variable Calculus 1 November 15, 2019
Eigendecompositions 1 November 15, 2019
Natural Language Inference: Using Attention 1 January 21, 2020
Text Sentiment Classification: Using Convolutional Neural Networks (textCNN) 1 November 28, 2018
Sentiment Analysis and the Dataset 1 July 5, 2019
Subword embedding (fastText) 1 November 28, 2018
Word Embedding For Global Vectors (GloVe) 1 November 28, 2018
Implementation of Word2vec 1 November 28, 2018
Approximate Training 1 November 28, 2018
Dog Breed Identification (ImageNet Dogs) on Kaggle 1 December 1, 2018
Get Started with Kaggle Competition: Image Classification (CIFAR-10) 1 December 1, 2018
Neural Style Transfer 1 December 1, 2018
Object Detection Data Set (Pikachu) 1 December 1, 2018
Fine Tuning 1 December 1, 2018
Image Augmentation 1 December 1, 2018
Parameter Servers 1 December 17, 2019
Gluon Implementation for Multi-GPU Computation 1 November 28, 2018
Multi-GPU Computation 1 November 28, 2018
Hardware 1 December 17, 2019
Automatic Parallel Computation 1 November 28, 2018
Asynchronous Programming 1 November 28, 2018
Adadelta 1 November 28, 2018
Learning Rate Scheduling 1 November 18, 2019
Recurrent Neural Networks 1 November 28, 2018
Sequence Models 1 January 23, 2019
Pooling Algorithm 1 November 27, 2018
Multiple Input and Output Channels 1 November 27, 2018
Convolutions for Images 1 November 27, 2018