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Download Nick McClure - TensorFlow Machine Learning Cookbook - February 2017

Nick McClure TensorFlow Machine Learning Cookbook February 2017

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Nick McClure - TensorFlow Machine Learning Cookbook - February 2017

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Total Size

20.4 MB

Total Files

71

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F39632E328BFA12792275BB75AF8E220D84CDE6D

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Nick McClure - TensorFlow Machine Learning Cookbook - February 2017.epub

5.8 MB

Nick McClure - TensorFlow Machine Learning Cookbook - February 2017.mobi

9.4 MB

Nick McClure - TensorFlow Machine Learning Cookbook - February 2017.pdf

4.8 MB

/TensreFlowMachineLearningCookbook_Code/Chapter 10/

implementing_unit_tests.py

7.6 KB

parallelizing_tensorflow.py

1.3 KB

production_ex_eval.py

3.6 KB

production_ex_train.py

9.6 KB

production_tips_for_tf.py

3.1 KB

using_multiple_devices.py

2.0 KB

/TensreFlowMachineLearningCookbook_Code/Chapter 11/

genetic_algorithm.py

4.1 KB

k_means.py

4.7 KB

solving_ode_system.py

1.8 KB

using_tensorboard.py

4.0 KB

/TensreFlowMachineLearningCookbook_Code/Chapter 1/

activation_functions.py

1.8 KB

data_gathering.py

4.2 KB

matrices.py

1.4 KB

operations.py

1.2 KB

placeholders.py

0.5 KB

tensors.py

1.7 KB

/TensreFlowMachineLearningCookbook_Code/Chapter 2/

back_propagation.py

3.8 KB

batch_stochastic_training.py

3.1 KB

combining_everything_together.py

3.4 KB

evaluating_models.py

5.8 KB

layering_nested_operations.py

1.0 KB

loss_functions.py

3.7 KB

multiple_layers.py

1.7 KB

operations_on_a_graph.py

0.6 KB

/TensreFlowMachineLearningCookbook_Code/Chapter 3/

deming_regression.py

2.6 KB

elasticnet_regression.py

2.4 KB

lasso_and_ridge_regression.py

3.0 KB

lin_reg_decomposition.py

1.6 KB

lin_reg_inverse.py

1.5 KB

lin_reg_l1_vs_l2.py

3.4 KB

lin_reg_tensorflow_way.py

2.5 KB

logistic_regression.py

3.8 KB

/TensreFlowMachineLearningCookbook_Code/Chapter 4/

linear_svm.py

4.5 KB

multiclass_svm.py

5.5 KB

nonlinear_svm.py

5.0 KB

support_vector_regression.py

3.8 KB

svm_kernels.py

5.2 KB

/TensreFlowMachineLearningCookbook_Code/Chapter 5/

address_matching.py

4.2 KB

image_recognition.py

3.3 KB

mixed_distance_functions_knn.py

4.8 KB

nearest_neighbor.py

4.5 KB

text_distances.py

2.9 KB

/TensreFlowMachineLearningCookbook_Code/Chapter 6/

activation_functions.py

2.7 KB

gates.py

2.4 KB

implementing_different_layers.py

8.9 KB

improving_linear_regression.py

4.7 KB

single_hidden_layer_network.py

3.3 KB

using_a_multiple_layer_network.py

6.3 KB

/.../tic_tac_toe/

base_tic_tac_toe_moves.csv

0.7 KB

tic_tac_toe_moves.py

8.2 KB

/TensreFlowMachineLearningCookbook_Code/Chapter 7/

bag_of_words.py

6.1 KB

doc2vec.py

11.8 KB

text_helpers.py

6.8 KB

tf_idf.py

5.8 KB

using_word2vec.py

5.8 KB

word2vec_cbow.py

5.7 KB

word2vec_skipgram.py

10.5 KB

/TensreFlowMachineLearningCookbook_Code/Chapter 8/

cnn_cifar10.py

12.4 KB

deepdream.py

7.1 KB

download_cifar10.py

3.3 KB

introductory_cnn.py

7.6 KB

stylenet.py

6.8 KB

/TensreFlowMachineLearningCookbook_Code/Chapter 9/

implementing_lstm.py

11.1 KB

implementing_rnn.py

6.2 KB

seq2seq_translation.py

9.3 KB

stacking_multiple_lstm.py

10.8 KB

/TensreFlowMachineLearningCookbook_Code/

README.md.txt

0.1 KB

Software list.pdf

82.7 KB

 

Total files 71


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