Topic Answers Author Views
Errata in Deep Learning with R 23 Susan Harkins 2335
Tensorboard can not be launched 0 527722 9
Obtaining uncertainty using dropout 0 568718 51
Error in UseMethod("evaluate"), Chapter 3 1 600454 143
Help visualizing embeddings 0 467491 144
Save output from frozen layers AND use data augmentation 0 601054 74
Error Listings 7.1 & 7.2 (due to CPU/GPU?) 5 531929 860
Consistent categorical encoding of data in batches 1 580768 212
Creating new Keras metrics for unbalance categorical outcome 1 DavidFR76 175
Error in install_keras() 1 568718 276
1D convnet model with IMDB dataset (section 6.4.3) 0 580532 252
Size of word index with text_tokenizer() 0 580532 125
Error running Rmd for chapter 5.2 (small convnet dataset) 0 467491 94
Understanding batch-size in dogs_vs_cats example 0 580532 133
Sec 6.1.3 Download link for raw IMDB dataset 2 stomioka 505
Running keras with the cloudml package 0 580421 134
Error in running Listing 6.13 1 579438 265
Number of Gradient Updates 4 530123 310
Listing 3.29 0 stomioka 140
fine-tune block 5 or block 3? 0 Oliver 128
why rotating the activation? 0 Oliver 148
build_model() in k-fold example 1 Oliver 193
set pecific GPU as default device 0 Oliver 202
Generalization of generators to other datasets and plotting issues (section 6.3) 1 553036 574
Why do I get such low accuracy on a image classification task? 0 569182 223
Slow performance Geforce 1080 Ti vs laptop's GTX960M 3 biodan 418
steps_per_epoch error in section 3.4.4 6 315448 940
Can't even load imdb data set... 2 558694 348
Setting GPU as default execution device? 5 553084 445
Model training: Subscripts out of bounds when shuffle = T (6.3) 0 553036 293
R Keras: Length of predict_generator() is twice the val_steps? 0 553036 373
segfault in R studio training cats and dogs convnet from scratch 0 bjack913 250
Free eBook with pBook? 2 bjack913 389
R notebook section numbers do not match numbers in printed book 1 bjack913 293
Error loading imdb dataset 2 549957 1204
misleading title in Github repo 1 277944 307
Memory usage in R 1 bjack913 280
Clarification on Section 5.1.2 (Max Pooling) 0 540598 293
Please check R/Keras codes in sections 5.3.2 and 5.3.3 3 537224 450
R code error for naive_relu and naive_add functions 4 537690 388
k-fold sample ordered or unordered 1 534742 315
Appendix B: Some tweaks to setting up Deep Learning in AWS EC2 7 508635 1170
Error in pad_sequences(sequences, maxlen = maxlen) 2 531586 468
Jena weather dataset – only numerical features! :( 0 madpower2000 284
Fixed "steps_per_epoch = 500" in part 6.3 0 madpower2000 250
test_gen() - Listing 6.34 - is OK? 2 madpower2000 330
p.236 missing figure 7.9 and Footnote 20 is empty! 1 madpower2000 298
Sequence masking and stateful LSTM 0 madpower2000 387
Thank you! 0 madpower2000 376
Multiple assignment operator %<-% 2 madpower2000 408
Getting version of installed Keras/Tensorflow from R environment 1 madpower2000 652
Attention mecanism 1 531678 331
Inconsistent lookback period in demo section 6.3 1 madpower2000 338
Off by one error, Section 3.5.2 3 nina.zumel 371
last 20 words in every review? 3 vojko 497
necessary data structure for history <- model %>% fit(...) 2 528039 728
array_reshape() 5 528039 793
autoencoders 1 418106 431