D2L Book


Topic Replies Activity
Dive into Deep Learning - The Book 3 December 12, 2018
Probability and statistics 7 January 23, 2020
Natural Language Inference: Using Attention 1 January 21, 2020
Natural Language Inference and the Dataset 1 January 21, 2020
Subword embedding (fastText) 1 November 28, 2018
Integral Calculus 3 January 13, 2020
Environment 8 January 12, 2020
Preface :) 20 January 12, 2020
Linear Algebra 11 January 12, 2020
Calculus 7 January 12, 2020
Model Selection, Underfitting and Overfitting 2 January 12, 2020
Personalized Ranking for Recommender Systems 3 January 11, 2020
Statistics 3 January 11, 2020
Factorization Machines 2 January 8, 2020
Softmax Regression 6 January 7, 2020
Transformer 2 January 3, 2020
Multilayer Perceptron 3 January 3, 2020
Networks Using Blocks (VGG) 2 December 29, 2019
Softmax Regression in Gluon 12 December 27, 2019
Deep Convolutional Neural Networks (AlexNet) 4 December 27, 2019
Adadelta 1 November 28, 2018
RMSProp 1 November 28, 2018
Mini-Batch Stochastic Gradient Descent 1 November 28, 2018
Stochastic Gradient Descent 1 November 28, 2018
Gradient Descent 1 November 21, 2019
Convexity 1 July 6, 2019
Optimization and Deep Learning 1 November 28, 2018
Beam Search 1 November 28, 2018
Seq2seq Discussion 1 July 5, 2019
Machine Translation 1 November 28, 2018