├── 01-Meeting-Torch ├── facedetect │ ├── background │ │ ├── bg1.jpg │ │ └── bg2.jpg │ └── face │ │ ├── face1.jpg │ │ └── face2.jpg └── train.lua ├── 02-Preparing-a-dataset ├── createdataset.lua ├── dataloader.lua ├── getmnistsample.lua ├── iteratedataset.lua ├── mnist │ ├── t10k-images-idx3-ubyte │ ├── t10k-labels-idx1-ubyte │ ├── train-images-idx3-ubyte │ └── train-labels-idx1-ubyte ├── samples │ ├── mnistsamples.png │ ├── sample20181_class5.png │ ├── sample30503_class8.png │ ├── sample32085_class5.png │ ├── sample3364_class4.png │ ├── sample5084_class6.png │ ├── sample5348_class6.png │ ├── sample5902_class7.png │ ├── sample6989_class10.png │ └── sample7943_class10.png └── testdataloader.lua ├── 03-Training-simple-neural-networks ├── backward.lua ├── logreg-mnist.log ├── logreg.log ├── sigmoid.xlsx ├── trainlogreg-mnist.lua └── trainlogreg.lua ├── 04-Generalizing-deep-neural-networks ├── hyperopt-mnist.xlsx ├── overfitting.xlsx ├── relu.xlsx ├── tanh.xlsx ├── 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