Amol Mahurkar onlymag4u

Popular repositories

• UFLDL_SparseAutoencoder 6 An unsupervised learning algorithm that applies back propagation, setting the target values to be equal to the inputs. Also, we impose a sparsity constraint on the hidden units, then the autoencode…
• UFLDL_SelfTaughtLearning 3 In Self-taught learning and Unsupervised feature learning, we will give our algorithms a large amount of unlabeled data with which to learn a good feature representation of the input.
• UFLDL_LinearDecoders 1 An autoencoder with a sigmoid (or tanh) hidden layer and a linear output layer is Linear Decoders. If one uses PCA whitening, the input is no longer constrained to [0,1], then you go for Linear Dec…
• UFLDL_PCA-2D 1 Implementation of PCA, PCA whitening and ZCA whitening in 2D
• UFLDL_StackedAE 1 A stacked autoencoder is a neural network consisting of multiple layers of sparse autoencoders in which the outputs of each layer is wired to the inputs of the successive layer.