Topic Answers Author Views
Errata in Deep Learning with R 15 Susan Harkins 1094
Number of Gradient Updates 4 530123 62
Listing 3.29 0 stomioka 9
fine-tune block 5 or block 3? 0 Oliver 5
why rotating the activation? 0 Oliver 11
build_model() in k-fold example 1 Oliver 20
set pecific GPU as default device 0 Oliver 8
Generalization of generators to other datasets and plotting issues (section 6.3) 1 553036 172
Why do I get such low accuracy on a image classification task? 0 569182 72
Error Listings 7.1 & 7.2 (due to CPU/GPU?) 4 531929 404
Slow performance Geforce 1080 Ti vs laptop's GTX960M 3 biodan 162
steps_per_epoch error in section 3.4.4 6 315448 197
Can't even load imdb data set... 2 558694 137
Setting GPU as default execution device? 5 553084 189
Model training: Subscripts out of bounds when shuffle = T (6.3) 0 553036 132
R Keras: Length of predict_generator() is twice the val_steps? 0 553036 123
segfault in R studio training cats and dogs convnet from scratch 0 bjack913 104
Free eBook with pBook? 2 bjack913 196
R notebook section numbers do not match numbers in printed book 1 bjack913 122
Error loading imdb dataset 2 549957 312
misleading title in Github repo 1 277944 127
Memory usage in R 1 bjack913 118
Clarification on Section 5.1.2 (Max Pooling) 0 540598 159
Please check R/Keras codes in sections 5.3.2 and 5.3.3 3 537224 252
R code error for naive_relu and naive_add functions 4 537690 191
k-fold sample ordered or unordered 1 534742 157
Appendix B: Some tweaks to setting up Deep Learning in AWS EC2 7 508635 589
Error in pad_sequences(sequences, maxlen = maxlen) 2 531586 208
Jena weather dataset – only numerical features! :( 0 532793 150
Fixed "steps_per_epoch = 500" in part 6.3 0 532793 143
test_gen() - Listing 6.34 - is OK? 2 532793 185
p.236 missing figure 7.9 and Footnote 20 is empty! 1 532793 172
Sequence masking and stateful LSTM 0 532793 232
Thank you! 0 532793 240
Multiple assignment operator %<-% 2 532793 254
Getting version of installed Keras/Tensorflow from R environment 1 532793 259
Attention mecanism 1 531678 179
Inconsistent lookback period in demo section 6.3 1 532793 171
Off by one error, Section 3.5.2 3 nina.zumel 192
last 20 words in every review? 3 vojko 319
necessary data structure for history <- model %>% fit(...) 2 528039 357
array_reshape() 5 528039 392
autoencoders 1 418106 265