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bodgergely

Discovered public repositories for bodgergely in the GitHub catalog.

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bodgergely/SelfTaughtLearning

Implementation and modification of some of the algorithms presented at the Stanford University, UFLDL site: http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial

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bodgergely/SparseCoding

Code of sparse coding algorithm. Reference: http://ufldl.stanford.edu/wiki/index.php/Exercise:Sparse_Coding

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bodgergely/UFLDL_SparseAutoencoder

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 autoencoder will still discover interesting structure in the data, even if the number of hidden units is large.

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bodgergely/UFLDL_SelfTaughtLearning

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.

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