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Code for Machine Learning with TensorFlow: 2nd Edition Published by Manning Publications
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figs
.gitignore Chapter 10: LSTMs....on end of chapter assign. Sep 3, 2019
Bag_of_Words_model.csv
Listing 10.1 - 10.6.ipynb Chapter 10: LSTMs....on end of chapter assign. Sep 3, 2019
Listing 10.10-eoc-assign.ipynb Chapter 10: LSTMs....on end of chapter assign. Sep 3, 2019
Listing 10.7 - 10.9.ipynb Chapter 10: LSTMs....on end of chapter assign. Sep 3, 2019
Listing 2.1.ipynb
Listing 2.10.ipynb Initial commit. Apr 1, 2019
Listing 2.11.ipynb
Listing 2.14.ipynb
Listing 2.16.ipynb Initial commit. Apr 1, 2019
Listing 2.3.ipynb Initial commit. Apr 1, 2019
Listing 2.4 - 2.6.ipynb Initial commit. Apr 1, 2019
Listing 2.7 - 2.8.ipynb Initial commit. Apr 1, 2019
Listing 2.9.ipynb Initial commit. Apr 1, 2019
Listing 3.1.ipynb Initial commit. Apr 1, 2019
Listing 3.2.ipynb
Listing 3.3.ipynb Initial commit. Apr 1, 2019
Listing 3.4-3.5.ipynb
Listing 3.6 - Final.ipynb
Listing 4.1 - 4.4.ipynb All stuff in Chapter 4 except for final exercise. Apr 10, 2019
Listing 4.12-eoc-assign.ipynb
Listing 4.5.ipynb All stuff in Chapter 4 except for final exercise. Apr 10, 2019
Listing 4.6 - 4.7.ipynb
Listing 4.8 - 4.10.ipynb
Listing 5.1.ipynb
Listing 5.13-eoc-assign.ipynb Finally finish up Chapter 5! May 12, 2019
Listing 5.2.ipynb Add work on ch05. Apr 20, 2019
Listing 5.3.ipynb
Listing 5.4.ipynb Latest updates through Ch5 and begin work on final chapter assignment. May 9, 2019
Listing 5.5-5.6.ipynb Latest updates through Ch5 and begin work on final chapter assignment. May 9, 2019
Listing 5.7 - 5.12.ipynb Latest updates through Ch5 and begin work on final chapter assignment. May 9, 2019
Listing 6.1-6.6.ipynb All work through Chapter 6 done. Jun 23, 2019
Listing 6.12-eoc-assign.ipynb Finish documenting Chapter 7 and move to Chapter 8. Jul 4, 2019
Listing 6.7-6.11.ipynb All work through Chapter 6 done. Jun 23, 2019
Listing 7.1-7.6.ipynb Finish documenting Chapter 7 and move to Chapter 8. Jul 4, 2019
Listing 7.7-7.8.ipynb Work through Chapter 7: Autoencoders. Jun 30, 2019
Listing 7.9 -7.13.ipynb Finish documenting Chapter 7 and move to Chapter 8. Jul 4, 2019
Listing 8.1 - 8.4.ipynb All of Chapter 8 done. Jul 5, 2019
Listing 8.10.ipynb
Listing 8.5 - 8.9.ipynb
Listing 9.1-9.10.ipynb Add in exercises through Ch09. Jul 8, 2019
Listing 9.11 - 9.16.ipynb
Listing 9.17-ex9.3.ipynb All work done through Ch09 including EOC assignment. Aug 3, 2019
Listing 9.18-eoc-assign.ipynb Chapter 10: LSTMs....on end of chapter assign. Sep 3, 2019
basic_units.py Add work on ch05. Apr 20, 2019
ch4-softmax-netflix-sentiment.ckpt.data-00000-of-00001
ch4-softmax-netflix-sentiment.ckpt.index Finish all assignments through Chapter 4. Add Softmax regression for … Apr 18, 2019
ch4-softmax-netflix-sentiment.ckpt.meta Finish all assignments through Chapter 4. Add Softmax regression for … Apr 18, 2019
ch4-softmax-reg-model.ckpt.data-00000-of-00001 Finish all assignments through Chapter 4. Add Softmax regression for … Apr 18, 2019
ch4-softmax-reg-model.ckpt.index
ch4-softmax-reg-model.ckpt.meta Finish all assignments through Chapter 4. Add Softmax regression for … Apr 18, 2019
checkpoint
cifar10-cnn-tf1n-1000epochs.ckpt.data-00000-of-00001
cifar10-cnn-tf1n-1000epochs.ckpt.index
cifar10-cnn-tf1n-1000epochs.ckpt.meta
cifar10-cnn-tf1n-2000epochs.ckpt.data-00000-of-00001 Add in CIFAR 1000,2000,3000 iterations. Update model before tuning CI… Jul 10, 2019
cifar10-cnn-tf1n-2000epochs.ckpt.index Add in CIFAR 1000,2000,3000 iterations. Update model before tuning CI… Jul 10, 2019
cifar10-cnn-tf1n-2000epochs.ckpt.meta
cifar10-cnn-tf1n-3000epochs.ckpt.data-00000-of-00001 Add in CIFAR 1000,2000,3000 iterations. Update model before tuning CI… Jul 10, 2019
cifar10-cnn-tf1n-3000epochs.ckpt.index Add in CIFAR 1000,2000,3000 iterations. Update model before tuning CI… Jul 10, 2019
cifar10-cnn-tf1n-3000epochs.ckpt.meta Add in CIFAR 1000,2000,3000 iterations. Update model before tuning CI… Jul 10, 2019
cifar10-cnn-tf1n-dropout-3000epochs.ckpt.data-00000-of-00001
cifar10-cnn-tf1n-dropout-3000epochs.ckpt.index Finish all listing assignments, get ready for face detector. Jul 12, 2019
cifar10-cnn-tf1n-dropout-3000epochs.ckpt.meta
cifar10-cnn-tf1n-dropout-5000epochs.ckpt.data-00000-of-00001
cifar10-cnn-tf1n-dropout-5000epochs.ckpt.index Finish all listing assignments, get ready for face detector. Jul 12, 2019
cifar10-cnn-tf1n-ia-dropout-2000epochs.ckpt.data-00000-of-00001 Finish all listing assignments, get ready for face detector. Jul 12, 2019
cifar10-cnn-tf1n-ia-dropout-2000epochs.ckpt.index
cifar10-cnn-tf1n-ia-dropout-2000epochs.ckpt.meta Finish all listing assignments, get ready for face detector. Jul 12, 2019
cifar10-cnn-tf1n-ia-dropout-reg-dense-1000epochs.ckpt.data-00000-of-00001 Finish all listing assignments, get ready for face detector. Jul 12, 2019
cifar10-cnn-tf1n-ia-dropout-reg-dense-1000epochs.ckpt.index Finish all listing assignments, get ready for face detector. Jul 12, 2019
cifar10-cnn-tf1n-ia-dropout-reg-dense-1000epochs.ckpt.meta Finish all listing assignments, get ready for face detector. Jul 12, 2019
cifar10-cnn-tf1n-ia-dropout-reg-dense-100epochs.ckpt.index
cifar10-cnn-tf1n-ia-dropout-reg-dense-100epochs.ckpt.meta Finish all listing assignments, get ready for face detector. Jul 12, 2019
cifar10-cnn-tf1n-ia-dropout-reg-dense-10epochs.ckpt.data-00000-of-00001 Update and make it so notebook for Listing 9.17 will display. Jul 14, 2019
cifar10-cnn-tf1n-ia-dropout-reg-dense-10epochs.ckpt.index
cifar10-cnn-tf1n-ia-dropout-reg-dense-10epochs.ckpt.meta
cifar10-cnn-tf1n-ia-dropout-reg-dense-3000epochs.ckpt.index Finish all listing assignments, get ready for face detector. Jul 12, 2019
cifar10-cnn-tf1n-ia-dropout-reg-dense-3000epochs.ckpt.meta Finish all listing assignments, get ready for face detector. Jul 12, 2019
cifar_examples.png Add in CIFAR 1000,2000,3000 iterations. Update model before tuning CI… Jul 10, 2019
en-netflix-binary-sentiment.ckpt.data-00000-of-00001 Final assignment for Ch04. Clean up notebook and add en-netflix-sent … Apr 15, 2019
en-netflix-binary-sentiment.ckpt.index Final assignment for Ch04. Clean up notebook and add en-netflix-sent … Apr 15, 2019
en-netflix-binary-sentiment.ckpt.meta Finish all assignments through Chapter 4. Add Softmax regression for … Apr 18, 2019
input_image.png
model.ckpt.data-00000-of-00001 Finish documenting Chapter 7 and move to Chapter 8. Jul 4, 2019
model.ckpt.index
model.ckpt.meta Finish documenting Chapter 7 and move to Chapter 8. Jul 4, 2019
prices.png
spikes.ckpt.data-00000-of-00001 Initial commit. Apr 1, 2019
spikes.ckpt.index Initial commit. Apr 1, 2019
spikes.ckpt.meta Initial commit. Apr 1, 2019
step0_weights.png Add in exercises through Ch09. Jul 8, 2019
step1_convs.png
step2_conv_outs.png
step3_maxpool.png
stock_prices.npy All of Chapter 8 done. Jul 5, 2019
train-hvd-vgg-ckpt-warmup.py
train-hvd-vgg.py Horovod distributed GPU training for VGG Face (Lite) in collaboration… Sep 3, 2019
vgg-face-test-data-64x64.npy
vgg-face-test-data.npy All work done through Ch09 including EOC assignment. Aug 3, 2019
vgg-face-test-labels-64x64.npy Finalize Chapter 9 EoC assignment. Aug 10, 2019
vgg-face-test-labels.npy All work done through Ch09 including EOC assignment. Aug 3, 2019
vgg-face.ipynb
vgg_create_imgs.py
vgg_valid_url.py Update for final Ch09 assign. Jul 28, 2019
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