Topic Answers Author Views
Errata in Deep Learning with Python 51 Susan Harkins 1862
No source code for Chapter 7? 0 548294 2
Datasets with image and text 0 541431 16
Word-Level One-hot encoding 0 index? 0 541431 21
Listing 3.27 - code to make K fold validation shorter and more readable 8 Andrey C. 92
Chapters 2 & 3 notes 9 timi 1330
Errata? Listing 3.32 Training the final model - most probably wrong batch_size 0 Andrey C. 27
reverse_word_index - shorter version 1 Andrey C. 45
Difference b/w predict and evaluate 3 535475 63
2D ConvNet Image Processing Questions 2 535475 70
Getting an error while importing imdb dataset 6 Shuyib 404
Example 5.1 not learning 1 tinman 458
Listing 2.6 gives Invalid dimensions for image data 0 julio 59
Easy environment setup for running code samples in the book 1 540476 115
Chapter 7: Advanced Deep Learning Best Practices 0 Shuyib 58
2.4.2 gradient(f)(W0), curvature interpretion 0 527106 57
typo Listing 3.20 0 WeiHua 54
Feature Extraction and Data Augmentation 0 523417 47
Elaboration on difference between ML and statistics 0 536632 91
Figure 1.2 - A new programming paradigm 1 pietz 307
The font size of the code listings in the Epub version is too small and doesn't change 1 305903 196
History in Jupyter notebook 3.5-classifying-movie-reviews 0 534139 72
Using OS X/BSD Linux with EC2 to do book examples 1 milind1944 142
Section 3.5.7, Listing 3.50 1 JWG 231
Listing 2.4: divide by 255 or 256? 4 dcer 195
Listing 6.40: why is shuffle set to True? 1 453132 188
Missing paragraphs in 6 Deep learning for text and sequences(v6) 0 Shuyib 159
Fixed Code Listings 8 58690 806
Correction Listing 3.22/3.23 0 tinman 151
Question about the 7x7 window in 5.1.2 1 graki 236
Grammar 1 361604 284
Where's the appendix to install? 1 mythicalprogrammer 393
Section 6.1.2 Word Embeddings 0 JWG 204
Section 6.1 page 167: Set vs Multiset 0 JWG 124
Figure 4.7 Effect of L2 weight regularization on validation loss 0 JWG 160
Some fixes for V6 10 Grigory Sapunov 423
Questions about 3.5.6 0 509939 157
Distributed Training for large dataset 4 203561 493
Listing 2.7 has wrong statements? 0 305903 169
Chapter 7 (v6) - Listings 7.6, 7.8 1 500454 239
Depthwise separable convolution number of trainable parameters - Fig 7.16 (v6) 1 renschler 220
ModelCheckpoint and EarlyStopping Callback Question - Listing 7.20 (v6) 0 renschler 142
Typo in intro 1 511907 184
Add another figure to Bidirectional RNNs Explanation 6.3.8 (v6) 0 renschler 163
Recurrent Dropout Explanation section 6.3.6 (v6) 0 renschler 163
Two minor comments in sections 1.3.4 and 3.3.1 1 ivenzor 302
2.2.2 Vectors Discussion - Things that are confusing - Rank (v6) 0 renschler 214
Listing 3.40 and Figure 3.10 ylabel mistake (v6) 0 renschler 170
Figure 3.9 title should be "loss" not "accuracy" (v6) 0 renschler 160
Figure 3.8 and Listing 3.23 ylabel mistakes (v6) 0 renschler 195
Figure 2.5 mistake (v6) 0 renschler 165
Misleading labels in description of broadcasting, sec 2.3.2 (MEAP v6) 0 25765 167
Listing 5.31 code error 2 444147 482
Listing 5.9 += os.path.exists() 0 svenproppert 142
Some error in Figure 5.15 and 5.16 2 508012 279
Chapter 3.6 - Why does batch_size change in final model? 0 svenproppert 153
Listing 6.8. Processing the labels of the raw IMDB data 0 244679 194
Early Stopping 0 478941 191
Typo error in chapter 5 0 508012 193
Sourcecode available? 11 256688 1271
Can be explained(relu(x) is simply max(x, 0).) better by adding numbering 0 ironpython 178
section 5.1.1: invariant vs equivariant 0 330772 163
plot 5.27 unable to reproduce the graph 0 mythicalprogrammer 184
Listing 5.20 what's the point of reshaping to (1, 150, 150, 3)? 0 mythicalprogrammer 167
Improve code in listing 2.21 0 504397 185
Reinforcement learning examples 0 Shuyib 210
Chapter 3 Model compiling 0 evohnave 194
SSE4 and AVX TensorFlow Warnings 0 evohnave 317
Google cloud deep learning instances 0 Yaakov Belch 217
Top verses Bottom of a network 0 361604 169
Adding Dropout: layer position in model 0 ythyth 232
Listing 4.9 Dropout Implementation 0 ythyth 199
Listing 7.8. Functional API implementation of a three-output model 0 273214 188
Listing 7.7. Feeding data to a multi-input model 0 273214 173
Keras is now included as part of TensorFlow! 0 273214 405
Adding a densely-connected classifier on top of the convolutional base produces crazy results 6 30904 662
Listing 5.14 0 273214 193
Figure 5.12 0 273214 152
Figures 5.15 and 5.16 1 100030 266
Comment in Section 1.2.5 0 481306 140
Flatten layer 1 357482 331
typo 2.3.2 0 479823 205
listing 2.8 Training the network 0 185035 177
font size code 0 Sven Meyer 156
Multi-label classification example 1 Joey 357
schedule for publishing next chapters 1 Vaibhav Aparimit 257
Typo 5.2.4 0 Benjamin Devèze 188
Errors in drop out code 0 Benjamin Devèze 175
Errors listing 4.1 Hold-out validation 0 Benjamin Devèze 146
Typo chapter 5 1 Michael S. 254
how to explain the param statistic shown in Listing5.4 1 458045 274
AttributeError: 'NpzFile' object has no attribute 'zip' 3 456712 913
Running docker 4 4959 404
Section 2.4 1 55968 365
Listing 2.33 A naive implementation of matrix-vector dot 2 468838 299
nb_epoch renamed to epochs 0 hettlage 323
Image Segmentation 1 345675 306
Section 4.5.1 (Regularisation) 0 465682 247
boston_housing is not part of keras datasets 1 favetelinguis 648
Matrix multiplication errors in Chapter 2 0 d-man 294