├── 1-custom_models_layers_losses ├── praticed_py_files │ ├── 1_tf_functional.py │ ├── 2_multi_output.py │ ├── 3_intro_siamese.py │ ├── 4_custom_losses.py │ ├── 5_custom_class_loss.py │ ├── 6_lambda_layers.py │ ├── 7_custom_layer.py │ ├── 8_resnets_demo.py │ └── 9_resnet_demo2.py ├── week-1 │ ├── C1W1_Assignment.ipynb │ ├── C1_W1_Lab_1_functional-practice.ipynb │ ├── C1_W1_Lab_2_multi-output.ipynb │ ├── C1_W1_Lab_3_siamese-network.ipynb │ ├── base-model.png │ ├── model.png │ ├── outer-model.png │ └── utf-8''utils.py ├── week-2 │ ├── C1W2_Assignment.ipynb │ ├── C1_W2_Lab_1_huber-loss.ipynb │ ├── C1_W2_Lab_2_huber-object-loss.ipynb │ └── utils.py ├── week-3 │ ├── C1W3_Assignment.ipynb │ ├── C1_W3_Lab_1_lambda-layer.ipynb │ ├── C1_W3_Lab_2_custom-dense-layer.ipynb │ ├── C1_W3_Lab_3_custom-layer-activation.ipynb │ └── utils.py └── week-4 │ ├── C1_W4_Lab_1_basic-model.ipynb │ ├── C1_W4_Lab_2_resnet-example.ipynb │ └── data │ └── mnist │ └── 3.0.1 │ ├── dataset_info.json │ ├── image.image.json │ └── mnist-test.tfrecord-00000-of-00001 ├── 2-custom_and_distributed_training ├── pratice_py │ ├── 1_tf_var_layer.py │ ├── 2_gradient_tape.py │ ├── 3_gradient_calcuation.py │ ├── 4_into_customloop.py │ └── 5_custom_1.py ├── week-1 │ ├── C2W1_Assignment.ipynb │ ├── C2_W1_Lab_1_basic-tensors.ipynb │ └── C2_W1_Lab_2_gradient-tape-basics.ipynb ├── week-2 │ ├── C2W2_Assignment.ipynb │ ├── C2_W2_Lab_1_training-basics.ipynb │ ├── C2_W2_Lab_2_training-categorical.ipynb │ └── data │ │ └── fashion_mnist │ │ └── 3.0.1 │ │ ├── dataset_info.json │ │ └── fashion_mnist-test.tfrecord-00000-of-00001 ├── week-3 │ ├── C2W3_Assignment.ipynb │ ├── C2_W3_Lab_1_autograph-basics.ipynb │ ├── C2_W3_Lab_2-graphs-for-complex-code.ipynb │ └── data │ │ └── horses_or_humans │ │ └── 3.0.0 │ │ └── dataset_info.json └── week-4 │ ├── C2W4_Assignment.ipynb │ ├── C2_W4_Lab_1_basic-mirrored-strategy.ipynb │ ├── C2_W4_Lab_2_multi-GPU-mirrored-strategy.ipynb │ ├── C2_W4_Lab_3_using-TPU-strategy.ipynb │ ├── C2_W4_Lab_4_one-device-strategy.ipynb │ └── data │ └── mnist │ └── 3.0.1 │ ├── dataset_info.json │ ├── image.image.json │ └── mnist-test.tfrecord-00000-of-00001 ├── 3-Advance_computer_vision ├── week -1 │ ├── C3W1_Assignment.ipynb │ ├── C3_W1_Lab_1_transfer_learning_cats_dogs.ipynb │ ├── C3_W1_Lab_2_Transfer_Learning_CIFAR_10.ipynb │ └── C3_W1_Lab_3_Object_Localization.ipynb ├── week-2 │ ├── C3_W2_Lab_1_Simple_Object_Detection.ipynb │ ├── C3_W2_Lab_2_Object_Detection (1).ipynb │ ├── Copy_of_C3W2_Assignment.ipynb │ ├── interactive_eager_few_shot_od_training_colab.ipynb │ └── results.data ├── week-3 │ ├── C3W3_Assignment.ipynb │ ├── C3_W3_Lab_1_VGG16_FCN8_CamVid.ipynb │ ├── C3_W3_Lab_2_OxfordPets_UNet.ipynb │ └── C3_W3_Lab_3_Mask_RCNN_ImageSegmentation.ipynb └── week-4 │ ├── C3W4_Assignment.ipynb │ ├── C3_W4_Lab_1_FashionMNIST_CAM.ipynb │ ├── C3_W4_Lab_2_CatsDogs_CAM.ipynb │ ├── C3_W4_Lab_3_Saliency.ipynb │ └── C3_W4_Lab_4_GradCam.ipynb ├── 4-Generative-deeplearning-with-tensorflow ├── week-1 │ ├── C4W1_Assignment.ipynb │ ├── C4_W1_Lab_1_Neural_Style_Transfer.ipynb │ ├── C4_W1_Lab_2_Fast_NST.ipynb │ └── puppy.png ├── week-2 │ ├── C4W2_Assignment.ipynb │ ├── C4_W2_Lab_1_FirstAutoEncoder.ipynb │ ├── C4_W2_Lab_2_MNIST_Autoencoder.ipynb │ ├── C4_W2_Lab_3_MNIST_DeepAutoencoder.ipynb │ ├── C4_W2_Lab_4_FashionMNIST_CNNAutoEncoder.ipynb │ ├── C4_W2_Lab_5_FashionMNIST_NoisyCNNAutoEncoder.ipynb │ └── mymodel.h5 ├── week-3 │ ├── C4W3_Assignment.ipynb │ ├── C4_W3_Lab_1_VAE_MNIST.ipynb │ └── cvae-tutorial.ipynb └── week-4 │ ├── C4W4_Assignment.ipynb │ ├── C4_W4_Lab_1_First_GAN.ipynb │ ├── C4_W4_Lab_2_First_DCGAN.ipynb │ ├── C4_W4_Lab_3_CelebA_GAN_Experiments.ipynb │ └── my-signs.zip └── README.md /1-custom_models_layers_losses/praticed_py_files/1_tf_functional.py: -------------------------------------------------------------------------------- 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