├── .gitignore ├── README.md ├── assignments ├── week_1 │ ├── assignment_1.md │ └── poverty.txt ├── week_2 │ ├── assignment_2.md │ └── mnist.png ├── week_3 │ ├── assignment_3.md │ └── mnist.png ├── week_4 │ ├── .assignment_4.md.swp │ └── assignment_4.md ├── week_5 │ ├── .assignment_5.md.swp │ └── assignment_5.md └── week_6 │ ├── celebA.png │ ├── fashion-mnist.png │ └── final_assignment.md ├── pytorch-tutorial ├── 0. Computation Graphs.ipynb ├── 1. Object Classification with CNNs.ipynb ├── 2. Question Answering with RNNs.ipynb ├── 3. Saliency Maps, Feature Visualisation and Adversarial Examples.ipynb ├── 4. Generative Modelling with VAEs, GANs and Autoregressive Models.ipynb ├── 5. 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