Topic Answers Author Views
Welcome 0 Manning 597
Chapters 2 & 3 notes 8 timi 896
Missing paragraphs in 6 Deep learning for text and sequences(v6) 0 Shuyib 32
Fixed Code Listings 8 58690 541
Example 5.1 not learning 0 tinman 288
Correction Listing 3.22/3.23 0 tinman 33
Question about the 7x7 window in 5.1.2 1 graki 102
Grammar 1 361604 168
Where's the appendix to install? 1 mythicalprogrammer 219
Section 6.1.2 Word Embeddings 0 JWG 72
Section 6.1 page 167: Set vs Multiset 0 JWG 38
Figure 4.7 Effect of L2 weight regularization on validation loss 0 JWG 61
Some fixes for V6 10 Grigory Sapunov 158
Section 3.5.7, Listing 3.50 0 JWG 70
Questions about 3.5.6 0 509939 78
Distributed Training for large dataset 4 203561 329
Listing 2.7 has wrong statements? 0 305903 85
The font size of the code listings in the Epub version is too small and doesn't change 0 305903 84
Chapter 7 (v6) - Listings 7.6, 7.8 1 500454 108
Depthwise separable convolution number of trainable parameters - Fig 7.16 (v6) 1 renschler 98
ModelCheckpoint and EarlyStopping Callback Question - Listing 7.20 (v6) 0 renschler 63
Typo in intro 1 511907 87
Add another figure to Bidirectional RNNs Explanation 6.3.8 (v6) 0 renschler 73
Recurrent Dropout Explanation section 6.3.6 (v6) 0 renschler 82
Two minor comments in sections 1.3.4 and 3.3.1 1 ivenzor 227
2.2.2 Vectors Discussion - Things that are confusing - Rank (v6) 0 renschler 112
Listing 3.40 and Figure 3.10 ylabel mistake (v6) 0 renschler 81
Figure 3.9 title should be "loss" not "accuracy" (v6) 0 renschler 85
Figure 3.8 and Listing 3.23 ylabel mistakes (v6) 0 renschler 77
Figure 2.5 mistake (v6) 0 renschler 71
Misleading labels in description of broadcasting, sec 2.3.2 (MEAP v6) 0 25765 90
Listing 5.31 code error 2 444147 314
Listing 5.9 += os.path.exists() 0 svenproppert 86
Some error in Figure 5.15 and 5.16 2 508012 171
Chapter 3.6 - Why does batch_size change in final model? 0 svenproppert 87
Getting an error while importing imdb dataset 2 Shuyib 220
Listing 6.8. Processing the labels of the raw IMDB data 0 244679 110
Early Stopping 0 478941 105
Typo error in chapter 5 0 508012 115
Sourcecode available? 11 256688 1071
Can be explained(relu(x) is simply max(x, 0).) better by adding numbering 0 ironpython 99
section 5.1.1: invariant vs equivariant 0 330772 96
plot 5.27 unable to reproduce the graph 0 mythicalprogrammer 108
Listing 5.20 what's the point of reshaping to (1, 150, 150, 3)? 0 mythicalprogrammer 95
Improve code in listing 2.21 0 504397 115
Reinforcement learning examples 0 Shuyib 126
Chapter 3 Model compiling 0 evohnave 113
SSE4 and AVX TensorFlow Warnings 0 evohnave 170
Google cloud deep learning instances 0 Yaakov Belch 142
Top verses Bottom of a network 0 361604 112
Adding Dropout: layer position in model 0 ythyth 163
Listing 4.9 Dropout Implementation 0 ythyth 133
Listing 7.8. Functional API implementation of a three-output model 0 273214 121
Listing 7.7. Feeding data to a multi-input model 0 273214 118
Keras is now included as part of TensorFlow! 0 273214 240
Adding a densely-connected classifier on top of the convolutional base produces crazy results 6 30904 454
Listing 5.14 0 273214 117
Figure 5.12 0 273214 94
Figures 5.15 and 5.16 1 100030 179
Comment in Section 1.2.5 0 481306 85
Flatten layer 1 357482 221
typo 2.3.2 0 479823 131
listing 2.8 Training the network 0 185035 115
font size code 0 Sven Meyer 96
Multi-label classification example 1 Joey 216
schedule for publishing next chapters 1 Vaibhav Aparimit 184
Typo 5.2.4 0 Benjamin Devèze 128
Errors in drop out code 0 Benjamin Devèze 119
Errors listing 4.1 Hold-out validation 0 Benjamin Devèze 107
Typo chapter 5 1 Michael S. 175
how to explain the param statistic shown in Listing5.4 1 458045 193
AttributeError: 'NpzFile' object has no attribute 'zip' 3 456712 619
Running docker 4 4959 284
Section 2.4 1 55968 295
Listing 2.33 A naive implementation of matrix-vector dot 2 468838 223
nb_epoch renamed to epochs 0 hettlage 222
Figure 1.2 - A new programming paradigm 0 pietz 185
Image Segmentation 1 345675 252
Section 4.5.1 (Regularisation) 0 465682 170
boston_housing is not part of keras datasets 1 favetelinguis 514
Matrix multiplication errors in Chapter 2 0 d-man 207
Listings 2.25/26 (etc.?): Naive implementations are destructive 0 noodlefrenzy 317
Shape of tweet encoding 0 hettlage 276
Incorrect formula 0 Leonard Schellenberg 340
--Deleted-- 0 timi 271