Topic Answers Author Views
Errata in Deep Learning with R 22 Susan Harkins 2136
Obtaining uncertainty using dropout 0 568718 14
Error in UseMethod("evaluate"), Chapter 3 1 600454 114
Help visualizing embeddings 0 467491 52
Save output from frozen layers AND use data augmentation 0 601054 67
Error Listings 7.1 & 7.2 (due to CPU/GPU?) 5 531929 778
Consistent categorical encoding of data in batches 1 580768 197
Creating new Keras metrics for unbalance categorical outcome 1 DavidFR76 146
Error in install_keras() 1 568718 218
1D convnet model with IMDB dataset (section 6.4.3) 0 580532 238
Size of word index with text_tokenizer() 0 580532 106
Error running Rmd for chapter 5.2 (small convnet dataset) 0 467491 77
Understanding batch-size in dogs_vs_cats example 0 580532 120
Sec 6.1.3 Download link for raw IMDB dataset 2 stomioka 430
Running keras with the cloudml package 0 580421 111
Error in running Listing 6.13 1 579438 224
Number of Gradient Updates 4 530123 261
Listing 3.29 0 stomioka 120
fine-tune block 5 or block 3? 0 Oliver 116
why rotating the activation? 0 Oliver 136
build_model() in k-fold example 1 Oliver 166
set pecific GPU as default device 0 Oliver 180
Generalization of generators to other datasets and plotting issues (section 6.3) 1 553036 487
Why do I get such low accuracy on a image classification task? 0 569182 194
Slow performance Geforce 1080 Ti vs laptop's GTX960M 3 biodan 375
steps_per_epoch error in section 3.4.4 6 315448 832
Can't even load imdb data set... 2 558694 305
Setting GPU as default execution device? 5 553084 387
Model training: Subscripts out of bounds when shuffle = T (6.3) 0 553036 258
R Keras: Length of predict_generator() is twice the val_steps? 0 553036 313
segfault in R studio training cats and dogs convnet from scratch 0 bjack913 225
Free eBook with pBook? 2 bjack913 345
R notebook section numbers do not match numbers in printed book 1 bjack913 259
Error loading imdb dataset 2 549957 1079
misleading title in Github repo 1 277944 277
Memory usage in R 1 bjack913 241
Clarification on Section 5.1.2 (Max Pooling) 0 540598 266
Please check R/Keras codes in sections 5.3.2 and 5.3.3 3 537224 400
R code error for naive_relu and naive_add functions 4 537690 346
k-fold sample ordered or unordered 1 534742 278
Appendix B: Some tweaks to setting up Deep Learning in AWS EC2 7 508635 946
Error in pad_sequences(sequences, maxlen = maxlen) 2 531586 426
Jena weather dataset – only numerical features! :( 0 madpower2000 255
Fixed "steps_per_epoch = 500" in part 6.3 0 madpower2000 230
test_gen() - Listing 6.34 - is OK? 2 madpower2000 307
p.236 missing figure 7.9 and Footnote 20 is empty! 1 madpower2000 275
Sequence masking and stateful LSTM 0 madpower2000 361
Thank you! 0 madpower2000 352
Multiple assignment operator %<-% 2 madpower2000 373
Getting version of installed Keras/Tensorflow from R environment 1 madpower2000 578
Attention mecanism 1 531678 296
Inconsistent lookback period in demo section 6.3 1 madpower2000 301
Off by one error, Section 3.5.2 3 nina.zumel 333
last 20 words in every review? 3 vojko 460
necessary data structure for history <- model %>% fit(...) 2 528039 669
array_reshape() 5 528039 713
autoencoders 1 418106 396