├── .gitignore ├── 1_get_started.ipynb ├── 1_getstarted ├── getstarted.lua └── img │ ├── filters.png │ ├── lena.png │ └── states.png ├── 2_Tensors.ipynb ├── 2_supervised ├── 1_data.lua ├── 2_model.lua ├── 3_loss.lua ├── 4_train.lua ├── 5_test.lua ├── A_slicing.lua ├── doall.lua └── img │ ├── convnet.png │ ├── u-channel.png │ ├── v-channel.png │ └── y-channel.png ├── 3_unsupervised ├── 1_data.lua ├── 2_models.lua ├── 3_train.lua ├── A_kmeans.lua ├── doall.lua └── img │ ├── filters_00000.png │ ├── filters_40000.png │ └── filters_80000.png ├── 4_graphicalmodels ├── 1_simple.lua ├── 2_crf.lua ├── 3_mrf.lua ├── X.t7 └── img │ ├── decoding.png │ ├── inference.png │ └── noisy.png ├── 5_newmodules ├── 0_test_dropout.lua ├── 1_dropout.lua ├── DropoutEx.lua └── img │ ├── foveanet.png │ └── parses.png ├── 6_cuda └── 1_simple.lua ├── 7_imagenet_classification.ipynb ├── 7_imagenet_classification ├── classify.lua └── synset_words.txt ├── A_datasets ├── cifar10.lua ├── mnist.lua └── svhn.lua ├── README.md └── coursera_neural_nets ├── README.md ├── assignment1 ├── README.MD ├── solution │ ├── data │ │ ├── dataset1.mat │ │ ├── dataset2.mat │ │ ├── dataset3.mat │ │ └── dataset4.mat │ ├── learn_perceptron.lua │ ├── main.lua │ └── plot_perceptron.lua └── starter_code │ ├── data │ ├── dataset1.mat │ ├── dataset2.mat │ ├── dataset3.mat │ └── dataset4.mat │ ├── learn_perceptron.lua │ ├── main.lua │ └── plot_perceptron.lua └── assignment2 ├── README.MD ├── solution ├── data │ └── data.mat ├── display_nearest_words.lua ├── fprop.lua ├── load_data.lua ├── main.lua ├── predict_next_word.lua ├── raw_sentences.txt └── train.lua ├── solution_torch_nn ├── README.MD ├── data │ └── data.mat ├── load_data.lua ├── main.lua ├── predict_next_word.lua ├── raw_sentences.txt └── train.lua └── starter_code ├── data └── data.mat ├── display_nearest_words.lua ├── fprop.lua ├── load_data.lua ├── main.lua ├── predict_next_word.lua ├── raw_sentences.txt └── train.lua /.gitignore: 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