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Nick McClure - TensorFlow Machine Learning Cookbook - February 2017
- Date: 2022-06-16
- Size: 20 MB
- Files: 71
File Name
Size
Nick McClure - TensorFlow Machine Learning Cookbook - February 2017.epub
5.5 MB
Nick McClure - TensorFlow Machine Learning Cookbook - February 2017.mobi
9.0 MB
Nick McClure - TensorFlow Machine Learning Cookbook - February 2017.pdf
4.5 MB
TensreFlowMachineLearningCookbook_Code/Chapter 10/implementing_unit_tests.py
7.4 kB
TensreFlowMachineLearningCookbook_Code/Chapter 10/parallelizing_tensorflow.py
1.2 kB
TensreFlowMachineLearningCookbook_Code/Chapter 10/production_ex_eval.py
3.5 kB
TensreFlowMachineLearningCookbook_Code/Chapter 10/production_ex_train.py
9.4 kB
TensreFlowMachineLearningCookbook_Code/Chapter 10/production_tips_for_tf.py
3.1 kB
TensreFlowMachineLearningCookbook_Code/Chapter 10/using_multiple_devices.py
2.0 kB
TensreFlowMachineLearningCookbook_Code/Chapter 11/genetic_algorithm.py
4.0 kB
TensreFlowMachineLearningCookbook_Code/Chapter 11/k_means.py
4.6 kB
TensreFlowMachineLearningCookbook_Code/Chapter 11/solving_ode_system.py
1.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 11/using_tensorboard.py
3.9 kB
TensreFlowMachineLearningCookbook_Code/Chapter 1/activation_functions.py
1.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 1/data_gathering.py
4.1 kB
TensreFlowMachineLearningCookbook_Code/Chapter 1/matrices.py
1.3 kB
TensreFlowMachineLearningCookbook_Code/Chapter 1/operations.py
1.2 kB
TensreFlowMachineLearningCookbook_Code/Chapter 1/placeholders.py
528 B
TensreFlowMachineLearningCookbook_Code/Chapter 1/tensors.py
1.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 2/back_propagation.py
3.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 2/batch_stochastic_training.py
3.0 kB
TensreFlowMachineLearningCookbook_Code/Chapter 2/combining_everything_together.py
3.3 kB
TensreFlowMachineLearningCookbook_Code/Chapter 2/evaluating_models.py
5.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 2/layering_nested_operations.py
1000 B
TensreFlowMachineLearningCookbook_Code/Chapter 2/loss_functions.py
3.6 kB
TensreFlowMachineLearningCookbook_Code/Chapter 2/multiple_layers.py
1.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 2/operations_on_a_graph.py
629 B
TensreFlowMachineLearningCookbook_Code/Chapter 3/deming_regression.py
2.5 kB
TensreFlowMachineLearningCookbook_Code/Chapter 3/elasticnet_regression.py
2.4 kB
TensreFlowMachineLearningCookbook_Code/Chapter 3/lasso_and_ridge_regression.py
3.0 kB
TensreFlowMachineLearningCookbook_Code/Chapter 3/lin_reg_decomposition.py
1.6 kB
TensreFlowMachineLearningCookbook_Code/Chapter 3/lin_reg_inverse.py
1.5 kB
TensreFlowMachineLearningCookbook_Code/Chapter 3/lin_reg_l1_vs_l2.py
3.3 kB
TensreFlowMachineLearningCookbook_Code/Chapter 3/lin_reg_tensorflow_way.py
2.4 kB
TensreFlowMachineLearningCookbook_Code/Chapter 3/logistic_regression.py
3.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 4/linear_svm.py
4.4 kB
TensreFlowMachineLearningCookbook_Code/Chapter 4/multiclass_svm.py
5.4 kB
TensreFlowMachineLearningCookbook_Code/Chapter 4/nonlinear_svm.py
4.9 kB
TensreFlowMachineLearningCookbook_Code/Chapter 4/support_vector_regression.py
3.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 4/svm_kernels.py
5.0 kB
TensreFlowMachineLearningCookbook_Code/Chapter 5/address_matching.py
4.1 kB
TensreFlowMachineLearningCookbook_Code/Chapter 5/image_recognition.py
3.3 kB
TensreFlowMachineLearningCookbook_Code/Chapter 5/mixed_distance_functions_knn.py
4.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 5/nearest_neighbor.py
4.4 kB
TensreFlowMachineLearningCookbook_Code/Chapter 5/text_distances.py
2.8 kB
TensreFlowMachineLearningCookbook_Code/Chapter 6/activation_functions.py
2.6 kB
TensreFlowMachineLearningCookbook_Code/Chapter 6/gates.py
2.4 kB
TensreFlowMachineLearningCookbook_Code/Chapter 6/implementing_different_layers.py
8.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 6/improving_linear_regression.py
4.6 kB
TensreFlowMachineLearningCookbook_Code/Chapter 6/single_hidden_layer_network.py
3.3 kB
TensreFlowMachineLearningCookbook_Code/Chapter 6/tic_tac_toe/base_tic_tac_toe_moves.csv
722 B
TensreFlowMachineLearningCookbook_Code/Chapter 6/tic_tac_toe/tic_tac_toe_moves.py
8.0 kB
TensreFlowMachineLearningCookbook_Code/Chapter 6/using_a_multiple_layer_network.py
6.2 kB
TensreFlowMachineLearningCookbook_Code/Chapter 7/bag_of_words.py
5.9 kB
TensreFlowMachineLearningCookbook_Code/Chapter 7/doc2vec.py
12 kB
TensreFlowMachineLearningCookbook_Code/Chapter 7/text_helpers.py
6.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 7/tf_idf.py
5.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 7/using_word2vec.py
5.7 kB
TensreFlowMachineLearningCookbook_Code/Chapter 7/word2vec_cbow.py
5.5 kB
TensreFlowMachineLearningCookbook_Code/Chapter 7/word2vec_skipgram.py
10 kB
TensreFlowMachineLearningCookbook_Code/Chapter 8/cnn_cifar10.py
12 kB
TensreFlowMachineLearningCookbook_Code/Chapter 8/deepdream.py
6.9 kB
TensreFlowMachineLearningCookbook_Code/Chapter 8/download_cifar10.py
3.3 kB
TensreFlowMachineLearningCookbook_Code/Chapter 8/introductory_cnn.py
7.4 kB
TensreFlowMachineLearningCookbook_Code/Chapter 8/stylenet.py
6.6 kB
TensreFlowMachineLearningCookbook_Code/Chapter 9/implementing_lstm.py
11 kB
TensreFlowMachineLearningCookbook_Code/Chapter 9/implementing_rnn.py
6.1 kB
TensreFlowMachineLearningCookbook_Code/Chapter 9/seq2seq_translation.py
9.1 kB
TensreFlowMachineLearningCookbook_Code/Chapter 9/stacking_multiple_lstm.py
10 kB
TensreFlowMachineLearningCookbook_Code/README.md.txt
99 B
TensreFlowMachineLearningCookbook_Code/Software list.pdf
81 kB