├── .gitignore ├── LICENSE ├── README.md ├── labs ├── Makefile ├── instruction.pdf └── slides_source │ ├── MILA_official_2016.png │ ├── UdeM_logo.pdf │ └── instruction.tex ├── theano ├── course │ ├── Debug.ipynb │ ├── Makefile │ ├── intro_theano.ipynb │ ├── intro_theano.pdf │ └── slides_source │ │ ├── MILA_official_2016.png │ │ ├── UdeM_logo.pdf │ │ ├── apply.pdf │ │ ├── intro_theano.tex │ │ ├── pydotprint_cost_and_perform_updates.pdf │ │ ├── pydotprint_cost_and_upd.pdf │ │ ├── pydotprint_f.pdf │ │ ├── pydotprint_f_notcompact.pdf │ │ ├── pydotprint_g.pdf │ │ └── pydotprint_h.pdf ├── examples │ ├── lenet.ipynb │ ├── lenet.py │ ├── logistic_regression.ipynb │ ├── logistic_sgd.py │ ├── mlp.ipynb │ ├── mlp.py │ └── utils.py ├── exercises │ ├── exercises.ipynb │ ├── scan_ex1_solution.py │ ├── scan_ex2_solution.py │ ├── scan_tutorial.ipynb │ └── solutions │ │ ├── 01_scalar_soln.py │ │ ├── 02_vector_mat_soln.py │ │ ├── 03_tensor_soln.py │ │ ├── 04_function_soln.py │ │ ├── 05_shared_soln.py │ 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