Topic Answers Author Views
Errata in Deep Learning with R 18 Susan Harkins 1275
Sec 6.1.3 Download link for raw IMDB dataset 2 stomioka 17
Running keras with the cloudml package 0 580421 29
Error in running Listing 6.13 1 579438 26
Number of Gradient Updates 4 530123 83
Listing 3.29 0 stomioka 38
fine-tune block 5 or block 3? 0 Oliver 32
why rotating the activation? 0 Oliver 39
build_model() in k-fold example 1 Oliver 56
set pecific GPU as default device 0 Oliver 27
Generalization of generators to other datasets and plotting issues (section 6.3) 1 553036 213
Why do I get such low accuracy on a image classification task? 0 569182 97
Error Listings 7.1 & 7.2 (due to CPU/GPU?) 4 531929 465
Slow performance Geforce 1080 Ti vs laptop's GTX960M 3 biodan 191
steps_per_epoch error in section 3.4.4 6 315448 246
Can't even load imdb data set... 2 558694 163
Setting GPU as default execution device? 5 553084 220
Model training: Subscripts out of bounds when shuffle = T (6.3) 0 553036 157
R Keras: Length of predict_generator() is twice the val_steps? 0 553036 146
segfault in R studio training cats and dogs convnet from scratch 0 bjack913 122
Free eBook with pBook? 2 bjack913 220
R notebook section numbers do not match numbers in printed book 1 bjack913 142
Error loading imdb dataset 2 549957 409
misleading title in Github repo 1 277944 149
Memory usage in R 1 bjack913 139
Clarification on Section 5.1.2 (Max Pooling) 0 540598 182
Please check R/Keras codes in sections 5.3.2 and 5.3.3 3 537224 280
R code error for naive_relu and naive_add functions 4 537690 214
k-fold sample ordered or unordered 1 534742 180
Appendix B: Some tweaks to setting up Deep Learning in AWS EC2 7 508635 653
Error in pad_sequences(sequences, maxlen = maxlen) 2 531586 239
Jena weather dataset – only numerical features! :( 0 madpower2000 171
Fixed "steps_per_epoch = 500" in part 6.3 0 madpower2000 160
test_gen() - Listing 6.34 - is OK? 2 madpower2000 200
p.236 missing figure 7.9 and Footnote 20 is empty! 1 madpower2000 186
Sequence masking and stateful LSTM 0 madpower2000 253
Thank you! 0 madpower2000 258
Multiple assignment operator %<-% 2 madpower2000 274
Getting version of installed Keras/Tensorflow from R environment 1 madpower2000 283
Attention mecanism 1 531678 199
Inconsistent lookback period in demo section 6.3 1 madpower2000 187
Off by one error, Section 3.5.2 3 nina.zumel 210
last 20 words in every review? 3 vojko 338
necessary data structure for history <- model %>% fit(...) 2 528039 403
array_reshape() 5 528039 433
autoencoders 1 418106 293