Topic Answers Author Views
Errata in Deep Learning with R 19 Susan Harkins 1483
1D convnet model with IMDB dataset (section 6.4.3) 0 580532 30
Size of word index with text_tokenizer() 0 580532 21
Error running Rmd for chapter 5.2 (small convnet dataset) 0 467491 22
Understanding batch-size in dogs_vs_cats example 0 580532 44
Sec 6.1.3 Download link for raw IMDB dataset 2 stomioka 146
Running keras with the cloudml package 0 580421 59
Error in running Listing 6.13 1 579438 76
Number of Gradient Updates 4 530123 132
Listing 3.29 0 stomioka 66
fine-tune block 5 or block 3? 0 Oliver 55
why rotating the activation? 0 Oliver 65
build_model() in k-fold example 1 Oliver 84
set pecific GPU as default device 0 Oliver 52
Generalization of generators to other datasets and plotting issues (section 6.3) 1 553036 264
Why do I get such low accuracy on a image classification task? 0 569182 115
Error Listings 7.1 & 7.2 (due to CPU/GPU?) 4 531929 520
Slow performance Geforce 1080 Ti vs laptop's GTX960M 3 biodan 219
steps_per_epoch error in section 3.4.4 6 315448 316
Can't even load imdb data set... 2 558694 206
Setting GPU as default execution device? 5 553084 248
Model training: Subscripts out of bounds when shuffle = T (6.3) 0 553036 184
R Keras: Length of predict_generator() is twice the val_steps? 0 553036 188
segfault in R studio training cats and dogs convnet from scratch 0 bjack913 156
Free eBook with pBook? 2 bjack913 251
R notebook section numbers do not match numbers in printed book 1 bjack913 162
Error loading imdb dataset 2 549957 558
misleading title in Github repo 1 277944 180
Memory usage in R 1 bjack913 159
Clarification on Section 5.1.2 (Max Pooling) 0 540598 198
Please check R/Keras codes in sections 5.3.2 and 5.3.3 3 537224 302
R code error for naive_relu and naive_add functions 4 537690 232
k-fold sample ordered or unordered 1 534742 203
Appendix B: Some tweaks to setting up Deep Learning in AWS EC2 7 508635 716
Error in pad_sequences(sequences, maxlen = maxlen) 2 531586 276
Jena weather dataset – only numerical features! :( 0 madpower2000 198
Fixed "steps_per_epoch = 500" in part 6.3 0 madpower2000 180
test_gen() - Listing 6.34 - is OK? 2 madpower2000 220
p.236 missing figure 7.9 and Footnote 20 is empty! 1 madpower2000 204
Sequence masking and stateful LSTM 0 madpower2000 273
Thank you! 0 madpower2000 282
Multiple assignment operator %<-% 2 madpower2000 287
Getting version of installed Keras/Tensorflow from R environment 1 madpower2000 318
Attention mecanism 1 531678 224
Inconsistent lookback period in demo section 6.3 1 madpower2000 210
Off by one error, Section 3.5.2 3 nina.zumel 231
last 20 words in every review? 3 vojko 375
necessary data structure for history <- model %>% fit(...) 2 528039 469
array_reshape() 5 528039 480
autoencoders 1 418106 310