D2L Book


Topic Replies Activity
Bidirectional Recurrent Neural Networks 1 November 28, 2018
Deep Recurrent Neural Networks 1 November 28, 2018
Long Short-term Memory (LSTM) 1 November 28, 2018
Densely Connected Networks (DenseNet) 1 November 27, 2018
Networks with Parallel Concatenations (GoogLeNet) 1 November 27, 2018
GPU Purchase Guide 1 November 28, 2018
Eigendecompositions 1 November 15, 2019
Hardware 1 December 17, 2019
Parameter Servers 1 December 17, 2019
Object Detection and Bounding Box 2 December 17, 2019
Concise Implementation of Linear Regression 5 December 16, 2019
Learning Rate Scheduling 1 November 18, 2019
Residual Networks (ResNet) 1 November 27, 2018
Batch Normalization 1 November 27, 2018
Linear regression implementation from scratch 1 November 27, 2018
GAN Discussion 1 July 4, 2019
DCGAN Discussion 1 July 4, 2019
Seq2seq Attention 1 July 4, 2019
Attention 1 July 4, 2019
Using Jupyter Notebook 1 November 28, 2018
Single Variable Calculus 1 November 15, 2019
Random Variables 1 November 15, 2019
Naive Bayes 1 November 15, 2019
Multivariable Calculus 1 November 15, 2019
Maximum Likelihood 1 November 15, 2019
Information Theory 1 November 15, 2019
Geometry and Linear Algebraic Operations 1 November 15, 2019
Porting example to C++ 8 December 13, 2019
Automatic Differentiation 23 December 13, 2019
Seeking Synonyms and Analogies 4 December 12, 2019