├── .gitignore ├── LICENSE ├── README.md ├── figures ├── TF_add1.png ├── TF_add2.png ├── TF_graph.png ├── TF_more_calculation.png └── tensorflow_programming_environment.png ├── input_data ├── Gogh_The_Starry_Night.jpg ├── Munch_The_Scream.jpg ├── my_cat1.jpg └── my_cat2.jpg ├── week01 ├── 01_hello_TF.ipynb ├── 02_TF_eager.ipynb ├── 03_tensorboard.ipynb ├── 04_TF_dimension.ipynb ├── 05_tf.Variable.ipynb └── 06_tf.placeholder.ipynb ├── week02 ├── 01_linear_regression.ipynb ├── 02_linear_regression_with_batch.ipynb ├── 03_linear_regression_with_batch_tf.losses.ipynb ├── 05_tf.data.ipynb ├── 06_logistic_regression.ipynb ├── 07_logistic_regression_with_tf.data.ipynb └── data2.ipynb ├── week03 ├── 01_mnist_cnn_with_tf.layers.ipynb ├── 02_mnist_cnn_with_slim.ipynb ├── 03_tf.train.Saver.save.ipynb ├── 04_tf.train.Saver.restore.ipynb ├── 05_mnist_cnn_with_train_validation_split.ipynb └── 06_mnist_cnn_with_batch_norm_and_regularizer.ipynb ├── week04 ├── 01_vgg_slim.ipynb ├── 02_tfrecords.ipynb ├── 03_transfer_learning_inception_v3.ipynb └── Resnet_Tensorflow.ipynb ├── week05 ├── 01_style_transfer.ipynb └── 02_style_transfer.ipynb ├── week06 ├── 01_dcgan.ipynb └── 02_cgan.ipynb ├── week07 ├── 01_many_to_one_classification.ipynb ├── 01_many_to_one_classification_exercise.ipynb ├── 02_many_to_many_classification.ipynb └── 02_many_to_many_classification_exercise.ipynb ├── week08 ├── 01_seq2seq.ipynb └── 02_seq2seq_with_attention.ipynb └── week10 └── pix2pix.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/README.md -------------------------------------------------------------------------------- /figures/TF_add1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/figures/TF_add1.png -------------------------------------------------------------------------------- /figures/TF_add2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/figures/TF_add2.png -------------------------------------------------------------------------------- /figures/TF_graph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/figures/TF_graph.png -------------------------------------------------------------------------------- /figures/TF_more_calculation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/figures/TF_more_calculation.png -------------------------------------------------------------------------------- /figures/tensorflow_programming_environment.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/figures/tensorflow_programming_environment.png -------------------------------------------------------------------------------- /input_data/Gogh_The_Starry_Night.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/input_data/Gogh_The_Starry_Night.jpg -------------------------------------------------------------------------------- /input_data/Munch_The_Scream.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/input_data/Munch_The_Scream.jpg -------------------------------------------------------------------------------- /input_data/my_cat1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/input_data/my_cat1.jpg -------------------------------------------------------------------------------- /input_data/my_cat2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/input_data/my_cat2.jpg -------------------------------------------------------------------------------- /week01/01_hello_TF.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week01/01_hello_TF.ipynb -------------------------------------------------------------------------------- /week01/02_TF_eager.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week01/02_TF_eager.ipynb -------------------------------------------------------------------------------- /week01/03_tensorboard.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week01/03_tensorboard.ipynb -------------------------------------------------------------------------------- /week01/04_TF_dimension.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week01/04_TF_dimension.ipynb -------------------------------------------------------------------------------- /week01/05_tf.Variable.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week01/05_tf.Variable.ipynb -------------------------------------------------------------------------------- /week01/06_tf.placeholder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week01/06_tf.placeholder.ipynb -------------------------------------------------------------------------------- /week02/01_linear_regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week02/01_linear_regression.ipynb -------------------------------------------------------------------------------- /week02/02_linear_regression_with_batch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week02/02_linear_regression_with_batch.ipynb -------------------------------------------------------------------------------- /week02/03_linear_regression_with_batch_tf.losses.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week02/03_linear_regression_with_batch_tf.losses.ipynb -------------------------------------------------------------------------------- /week02/05_tf.data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week02/05_tf.data.ipynb -------------------------------------------------------------------------------- /week02/06_logistic_regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week02/06_logistic_regression.ipynb -------------------------------------------------------------------------------- /week02/07_logistic_regression_with_tf.data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week02/07_logistic_regression_with_tf.data.ipynb -------------------------------------------------------------------------------- /week02/data2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week02/data2.ipynb -------------------------------------------------------------------------------- /week03/01_mnist_cnn_with_tf.layers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week03/01_mnist_cnn_with_tf.layers.ipynb -------------------------------------------------------------------------------- /week03/02_mnist_cnn_with_slim.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week03/02_mnist_cnn_with_slim.ipynb -------------------------------------------------------------------------------- /week03/03_tf.train.Saver.save.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week03/03_tf.train.Saver.save.ipynb -------------------------------------------------------------------------------- /week03/04_tf.train.Saver.restore.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week03/04_tf.train.Saver.restore.ipynb -------------------------------------------------------------------------------- /week03/05_mnist_cnn_with_train_validation_split.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week03/05_mnist_cnn_with_train_validation_split.ipynb -------------------------------------------------------------------------------- /week03/06_mnist_cnn_with_batch_norm_and_regularizer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week03/06_mnist_cnn_with_batch_norm_and_regularizer.ipynb -------------------------------------------------------------------------------- /week04/01_vgg_slim.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week04/01_vgg_slim.ipynb -------------------------------------------------------------------------------- /week04/02_tfrecords.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week04/02_tfrecords.ipynb -------------------------------------------------------------------------------- /week04/03_transfer_learning_inception_v3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week04/03_transfer_learning_inception_v3.ipynb -------------------------------------------------------------------------------- /week04/Resnet_Tensorflow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week04/Resnet_Tensorflow.ipynb -------------------------------------------------------------------------------- /week05/01_style_transfer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week05/01_style_transfer.ipynb -------------------------------------------------------------------------------- /week05/02_style_transfer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week05/02_style_transfer.ipynb -------------------------------------------------------------------------------- /week06/01_dcgan.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week06/01_dcgan.ipynb -------------------------------------------------------------------------------- /week06/02_cgan.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week06/02_cgan.ipynb -------------------------------------------------------------------------------- /week07/01_many_to_one_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week07/01_many_to_one_classification.ipynb -------------------------------------------------------------------------------- /week07/01_many_to_one_classification_exercise.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week07/01_many_to_one_classification_exercise.ipynb -------------------------------------------------------------------------------- /week07/02_many_to_many_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week07/02_many_to_many_classification.ipynb -------------------------------------------------------------------------------- /week07/02_many_to_many_classification_exercise.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week07/02_many_to_many_classification_exercise.ipynb -------------------------------------------------------------------------------- /week08/01_seq2seq.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week08/01_seq2seq.ipynb -------------------------------------------------------------------------------- /week08/02_seq2seq_with_attention.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week08/02_seq2seq_with_attention.ipynb -------------------------------------------------------------------------------- /week10/pix2pix.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/modulabs/modu-tensorflow/HEAD/week10/pix2pix.ipynb --------------------------------------------------------------------------------