├── .idea ├── preferred-vcs.xml └── vcs.xml ├── General-Problems ├── 3D-GAN │ ├── README.md │ └── modelNetReader.py └── README.md ├── Keras ├── README.md ├── VGG_contrastive_train.py ├── VGG_coupled_train.py ├── VGG_siamese_train.py ├── VGG_test.py ├── VGG_train.py ├── keras_tools.py └── models │ ├── README.md │ └── vgg_siamese.png ├── Papers └── Readme.md ├── PyTorch ├── README.md ├── images │ ├── README.md │ ├── apple.jpg │ └── pytorch.jpg └── tutorial │ ├── README.md │ ├── convolutional_neural_network.py │ ├── data_loader.py │ ├── gan.py │ ├── imagenet_classes.py │ ├── info_gan.py │ ├── linear_regression.py │ ├── logistic_regression.py │ ├── neural_network_mlp.py │ ├── results │ ├── cfar10-gan-e100.png │ └── cfar10-info-gan-e199.png │ ├── siamese_test.py │ ├── simese_cnn.py │ ├── simple_autoencoder.py │ ├── test_pre_trained_CNN.py │ └── vgg16.py ├── README.md ├── ReinforcementLearning ├── LunarLander-v2.py └── tools.py ├── Tensorflow ├── GAN │ ├── gan.py │ └── results │ │ └── cfar10-gan-e100.png ├── README.md ├── autoencoder_simple.py ├── convolution_layer.py ├── image_convolution.py ├── images │ ├── README.md │ ├── room.png │ └── statue.jpg └── tfrecord │ ├── README.md │ ├── tfrecord_reader.py │ └── tfrecord_writer.py └── Tools ├── README.md ├── hdf5_builder.py └── hdf5_builder_coupled.py /.idea/preferred-vcs.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/.idea/preferred-vcs.xml -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/.idea/vcs.xml -------------------------------------------------------------------------------- /General-Problems/3D-GAN/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/General-Problems/3D-GAN/README.md -------------------------------------------------------------------------------- /General-Problems/3D-GAN/modelNetReader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/General-Problems/3D-GAN/modelNetReader.py -------------------------------------------------------------------------------- /General-Problems/README.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Keras/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Keras/README.md -------------------------------------------------------------------------------- /Keras/VGG_contrastive_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Keras/VGG_contrastive_train.py -------------------------------------------------------------------------------- /Keras/VGG_coupled_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Keras/VGG_coupled_train.py -------------------------------------------------------------------------------- /Keras/VGG_siamese_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Keras/VGG_siamese_train.py -------------------------------------------------------------------------------- /Keras/VGG_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Keras/VGG_test.py -------------------------------------------------------------------------------- /Keras/VGG_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Keras/VGG_train.py -------------------------------------------------------------------------------- /Keras/keras_tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Keras/keras_tools.py -------------------------------------------------------------------------------- /Keras/models/README.md: -------------------------------------------------------------------------------- 1 | Figures of the models 2 | -------------------------------------------------------------------------------- /Keras/models/vgg_siamese.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Keras/models/vgg_siamese.png -------------------------------------------------------------------------------- /Papers/Readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Papers/Readme.md -------------------------------------------------------------------------------- /PyTorch/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/README.md -------------------------------------------------------------------------------- /PyTorch/images/README.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /PyTorch/images/apple.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/images/apple.jpg -------------------------------------------------------------------------------- /PyTorch/images/pytorch.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/images/pytorch.jpg -------------------------------------------------------------------------------- /PyTorch/tutorial/README.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /PyTorch/tutorial/convolutional_neural_network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/convolutional_neural_network.py -------------------------------------------------------------------------------- /PyTorch/tutorial/data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/data_loader.py -------------------------------------------------------------------------------- /PyTorch/tutorial/gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/gan.py -------------------------------------------------------------------------------- /PyTorch/tutorial/imagenet_classes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/imagenet_classes.py -------------------------------------------------------------------------------- /PyTorch/tutorial/info_gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/info_gan.py -------------------------------------------------------------------------------- /PyTorch/tutorial/linear_regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/linear_regression.py -------------------------------------------------------------------------------- /PyTorch/tutorial/logistic_regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/logistic_regression.py -------------------------------------------------------------------------------- /PyTorch/tutorial/neural_network_mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/neural_network_mlp.py -------------------------------------------------------------------------------- /PyTorch/tutorial/results/cfar10-gan-e100.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/results/cfar10-gan-e100.png -------------------------------------------------------------------------------- /PyTorch/tutorial/results/cfar10-info-gan-e199.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/results/cfar10-info-gan-e199.png -------------------------------------------------------------------------------- /PyTorch/tutorial/siamese_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/siamese_test.py -------------------------------------------------------------------------------- /PyTorch/tutorial/simese_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/simese_cnn.py -------------------------------------------------------------------------------- /PyTorch/tutorial/simple_autoencoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/simple_autoencoder.py -------------------------------------------------------------------------------- /PyTorch/tutorial/test_pre_trained_CNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/test_pre_trained_CNN.py -------------------------------------------------------------------------------- /PyTorch/tutorial/vgg16.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/PyTorch/tutorial/vgg16.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/README.md -------------------------------------------------------------------------------- /ReinforcementLearning/LunarLander-v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/ReinforcementLearning/LunarLander-v2.py -------------------------------------------------------------------------------- /ReinforcementLearning/tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/ReinforcementLearning/tools.py -------------------------------------------------------------------------------- /Tensorflow/GAN/gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/GAN/gan.py -------------------------------------------------------------------------------- /Tensorflow/GAN/results/cfar10-gan-e100.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/GAN/results/cfar10-gan-e100.png -------------------------------------------------------------------------------- /Tensorflow/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/README.md -------------------------------------------------------------------------------- /Tensorflow/autoencoder_simple.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/autoencoder_simple.py -------------------------------------------------------------------------------- /Tensorflow/convolution_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/convolution_layer.py -------------------------------------------------------------------------------- /Tensorflow/image_convolution.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/image_convolution.py -------------------------------------------------------------------------------- /Tensorflow/images/README.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Tensorflow/images/room.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/images/room.png -------------------------------------------------------------------------------- /Tensorflow/images/statue.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/images/statue.jpg -------------------------------------------------------------------------------- /Tensorflow/tfrecord/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/tfrecord/README.md -------------------------------------------------------------------------------- /Tensorflow/tfrecord/tfrecord_reader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/tfrecord/tfrecord_reader.py -------------------------------------------------------------------------------- /Tensorflow/tfrecord/tfrecord_writer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tensorflow/tfrecord/tfrecord_writer.py -------------------------------------------------------------------------------- /Tools/README.md: -------------------------------------------------------------------------------- 1 | # Tools 2 | -------------------------------------------------------------------------------- /Tools/hdf5_builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tools/hdf5_builder.py -------------------------------------------------------------------------------- /Tools/hdf5_builder_coupled.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadikazemi/Machine-Learning/HEAD/Tools/hdf5_builder_coupled.py --------------------------------------------------------------------------------