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WeishanDong / repository
This repo contains completed exercises (code in MATLAB) of Prof. Andrew Ng's Unsupervised Feature Learning and Deep Learning (UFLDL) online tutorial: http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial
This repo contains completed exercises (code in MATLAB) of Prof. Andrew Ng's Unsupervised Feature Learning and Deep Learning (UFLDL) online tutorial:
http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial
Your comments are welcome.
Cheers,
Weishan Dong
Sparse Autoencoder: sparseae_exercise
Vectorization: vectorization_exercise
PCA in 2D: PCA_2D_exercise
PCA and Whitening: PCA_exercise
Softmax Regression: softmax_exercise
Self-Taught Learning: stl_exercise
Implement deep networks for digit classification: stackedae_exercise
Learning color features with Sparse Autoencoders: linear_decoder_exercise
Convolution and Pooling: cnn_exercise
Selected from shared topics, language and repository description—not editorial ratings.
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