├── README.md ├── assets ├── SE.png ├── SEresnet.png ├── airplane.pkl ├── car.pkl ├── checkpoint_resnet18_cifar_params.pkl ├── checkpoint_resnet18_cifar_state.pkl └── v1v2.png ├── intro ├── README.md └── intro-tutorial.ipynb ├── rl ├── EEML2020_RL_Tutorial.ipynb └── README.md ├── sup_tutorial ├── README.md ├── resnet18_cifar10_SE_solution.ipynb ├── resnet18_cifar10_adversarial.ipynb ├── resnet18_cifar10_adversarial_solution.ipynb └── resnet18_cifar10_baseline_solution.ipynb └── unsup ├── README.md ├── UnsupervisedTutorial_solved.ipynb └── Variational_AutoEncoder_and_Beyond_Exercise.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/README.md -------------------------------------------------------------------------------- /assets/SE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/assets/SE.png -------------------------------------------------------------------------------- /assets/SEresnet.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/assets/SEresnet.png -------------------------------------------------------------------------------- /assets/airplane.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/assets/airplane.pkl -------------------------------------------------------------------------------- /assets/car.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/assets/car.pkl -------------------------------------------------------------------------------- /assets/checkpoint_resnet18_cifar_params.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/assets/checkpoint_resnet18_cifar_params.pkl -------------------------------------------------------------------------------- /assets/checkpoint_resnet18_cifar_state.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/assets/checkpoint_resnet18_cifar_state.pkl -------------------------------------------------------------------------------- /assets/v1v2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/assets/v1v2.png -------------------------------------------------------------------------------- /intro/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/intro/README.md -------------------------------------------------------------------------------- /intro/intro-tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/intro/intro-tutorial.ipynb -------------------------------------------------------------------------------- /rl/EEML2020_RL_Tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/rl/EEML2020_RL_Tutorial.ipynb -------------------------------------------------------------------------------- /rl/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/rl/README.md -------------------------------------------------------------------------------- /sup_tutorial/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/sup_tutorial/README.md -------------------------------------------------------------------------------- /sup_tutorial/resnet18_cifar10_SE_solution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/sup_tutorial/resnet18_cifar10_SE_solution.ipynb -------------------------------------------------------------------------------- /sup_tutorial/resnet18_cifar10_adversarial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/sup_tutorial/resnet18_cifar10_adversarial.ipynb -------------------------------------------------------------------------------- /sup_tutorial/resnet18_cifar10_adversarial_solution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/sup_tutorial/resnet18_cifar10_adversarial_solution.ipynb -------------------------------------------------------------------------------- /sup_tutorial/resnet18_cifar10_baseline_solution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/sup_tutorial/resnet18_cifar10_baseline_solution.ipynb -------------------------------------------------------------------------------- /unsup/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/unsup/README.md -------------------------------------------------------------------------------- /unsup/UnsupervisedTutorial_solved.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/unsup/UnsupervisedTutorial_solved.ipynb -------------------------------------------------------------------------------- /unsup/Variational_AutoEncoder_and_Beyond_Exercise.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eemlcommunity/PracticalSessions2020/HEAD/unsup/Variational_AutoEncoder_and_Beyond_Exercise.ipynb --------------------------------------------------------------------------------