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Topic Answers Author Views
Errata in Deep Learning with R 24 Susan Harkins 2760
Loss function in VAE decoder network - (Listing 8.26) 0 554633 47
Tensorboard can not be launched 0 527722 48
Obtaining uncertainty using dropout 0 568718 84
Error in UseMethod("evaluate"), Chapter 3 1 600454 195
Help visualizing embeddings 0 467491 393
Save output from frozen layers AND use data augmentation 0 601054 100
Error Listings 7.1 & 7.2 (due to CPU/GPU?) 5 531929 1007
Consistent categorical encoding of data in batches 1 580768 245
Creating new Keras metrics for unbalance categorical outcome 1 DavidFR76 218
Error in install_keras() 1 568718 416
1D convnet model with IMDB dataset (section 6.4.3) 0 580532 292
Size of word index with text_tokenizer() 0 580532 157
Error running Rmd for chapter 5.2 (small convnet dataset) 0 467491 123
Understanding batch-size in dogs_vs_cats example 0 580532 165
Sec 6.1.3 Download link for raw IMDB dataset 2 stomioka 630
Running keras with the cloudml package 0 580421 176
Error in running Listing 6.13 1 579438 348
Number of Gradient Updates 4 530123 380
Listing 3.29 0 stomioka 168
fine-tune block 5 or block 3? 0 Oliver 159
why rotating the activation? 0 Oliver 172
build_model() in k-fold example 1 Oliver 260
set pecific GPU as default device 0 Oliver 262
Generalization of generators to other datasets and plotting issues (section 6.3) 1 553036 712
Why do I get such low accuracy on a image classification task? 0 569182 275
Slow performance Geforce 1080 Ti vs laptop's GTX960M 3 biodan 487
steps_per_epoch error in section 3.4.4 6 315448 1188
Can't even load imdb data set... 2 558694 404
Setting GPU as default execution device? 5 553084 582
Model training: Subscripts out of bounds when shuffle = T (6.3) 0 553036 343
R Keras: Length of predict_generator() is twice the val_steps? 0 553036 451
segfault in R studio training cats and dogs convnet from scratch 0 bjack913 281
Free eBook with pBook? 2 bjack913 465
R notebook section numbers do not match numbers in printed book 1 bjack913 348
Error loading imdb dataset 2 549957 1462
misleading title in Github repo 1 277944 362
Memory usage in R 1 bjack913 345
Clarification on Section 5.1.2 (Max Pooling) 0 540598 349
Please check R/Keras codes in sections 5.3.2 and 5.3.3 3 537224 529
R code error for naive_relu and naive_add functions 4 537690 455
k-fold sample ordered or unordered 1 534742 375
Appendix B: Some tweaks to setting up Deep Learning in AWS EC2 7 508635 1354
Error in pad_sequences(sequences, maxlen = maxlen) 2 531586 544
Jena weather dataset – only numerical features! :( 0 madpower2000 332
Fixed "steps_per_epoch = 500" in part 6.3 0 madpower2000 291
test_gen() - Listing 6.34 - is OK? 2 madpower2000 385
p.236 missing figure 7.9 and Footnote 20 is empty! 1 madpower2000 346
Sequence masking and stateful LSTM 0 madpower2000 422
Thank you! 0 madpower2000 419
Multiple assignment operator %<-% 2 madpower2000 463
Getting version of installed Keras/Tensorflow from R environment 1 madpower2000 842
Attention mecanism 1 531678 376
Inconsistent lookback period in demo section 6.3 1 madpower2000 381
Off by one error, Section 3.5.2 3 nina.zumel 452
last 20 words in every review? 3 vojko 555
necessary data structure for history <- model %>% fit(...) 2 528039 840
array_reshape() 5 528039 939
autoencoders 1 418106 491