├── .gitignore ├── LICENSE ├── Makefile ├── README.md ├── notebooks ├── Exercises.ipynb ├── Reuse VGG16 features.ipynb ├── dog │ ├── 26084bf6-4235-4f8f-9c2f-b7294ea62c15.jpg │ ├── 3025003-poster-p-dog-2.jpg │ ├── Cute dog listening to music 1_1.jpg │ ├── Dog-Park.jpg │ ├── Golden-Retriever.jpg │ ├── dog-06.jpg │ ├── dog.gif │ ├── dogs_small_tile.jpg │ ├── earliest-dogs-660x433-130306-akita-660x433.jpg │ └── maxresdefault.jpg ├── donut │ ├── 1415193587324.png │ ├── 15324626-isolated-glazed-donut-or-doughnut-with-pink-coating-strawberry-flavor-3d-rendering--Stock-Photo.jpg │ ├── 250px-Glazed-Donut.jpg │ ├── 635690386058454431-ThinkstockPhotos-160146198.jpg │ ├── Donut_chocolate_sprinkles.png │ ├── Pink_frosted_sprinkled_donut.jpg │ ├── a32ca952-1d54-46bb-bdd7-11cb886d06de.png │ ├── chocolate-frosted-sprinkles-HI.JPG │ ├── doughnut.jpg.CROP.promo-mediumlarge.jpg │ └── tumblr_static_wf-donuts-1.jpg ├── index.ipynb ├── intro_theano.ipynb ├── lenet.ipynb ├── load_data.py ├── mnist.pkl.gz ├── solutions │ ├── 01_scalar_soln.py │ ├── 02_vector_mat_soln.py │ ├── 03_tensor_soln.py │ ├── 04_function_soln.py │ ├── 05_shared_soln.py │ ├── 06_grad_soln.py │ ├── 07_mode.py │ └── 08_scan_polynomial_soln.py ├── test │ ├── 20070724_070849_fd25doughnut_300.jpg │ ├── 3f17a08.jpg │ ├── DSC_0406x900.jpg │ ├── coffee-and-donuts-clipart-donut.png │ ├── dog-apps.jpg │ ├── dog-training-toronto.jpg │ ├── dog_png2402.png │ ├── img-thing.jpg │ ├── lights-for-pets.jpg │ └── pinkdonut.png └── vgg16.py ├── slides_source ├── MILA_official_2016.png ├── UdeM_logo.pdf ├── pydotprint_grad.pdf ├── pydotprint_out.pdf ├── pydotprint_out_long.pdf ├── pydotprint_predict.pdf ├── pydotprint_train.pdf ├── pydotprint_upd.pdf └── theano.tex └── theano.pdf /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mila-iqia/summerschool2017/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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