UFLDL Tutorial
From Ufldl
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'''Note''': The sections above this line are stable. The sections below are still under construction, and may change without notice. Feel free to browse around however, and feedback/suggestions are welcome. | '''Note''': The sections above this line are stable. The sections below are still under construction, and may change without notice. Feel free to browse around however, and feedback/suggestions are welcome. | ||
+ | '''Miscellaneous ''': | ||
+ | * [[MATLAB Modules]] | ||
+ | * [[Style Guide]] | ||
+ | * [[Useful Links]] | ||
- | '''Miscellaneous''' | + | '''Miscellaneous Topics''' |
- | + | * [[Data Preprocessing]] | |
- | + | * [[Deriving gradients using the backpropagation idea]] | |
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- | [[Data Preprocessing]] | + | |
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- | [[ | + | |
'''Advanced Topics''': | '''Advanced Topics''': | ||
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* [[Topographic Independent Component Analysis]] | * [[Topographic Independent Component Analysis]] | ||
- | [[Convolutional training]] | + | * [[Convolutional training]] |
- | + | * [[Restricted Boltzmann Machines]] | |
- | [[Restricted Boltzmann Machines]] | + | * [[Deep Belief Networks]] |
- | + | * [[Denoising Autoencoders]] | |
- | [[Deep Belief Networks]] | + | * [[K-means]] |
- | + | * [[Spatial pyramids / Multiscale]] | |
- | [[Denoising Autoencoders]] | + | * [[Slow Feature Analysis]] |
- | + | * [[Tiled Convolution Networks]] | |
- | [[K-means]] | + | |
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- | [[Spatial pyramids / Multiscale]] | + | |
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- | [[Slow Feature Analysis]] | + | |
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- | [[Tiled Convolution Networks]] | + | |
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Material contributed by: Andrew Ng, Jiquan Ngiam, Chuan Yu Foo, Yifan Mai, Caroline Suen | Material contributed by: Andrew Ng, Jiquan Ngiam, Chuan Yu Foo, Yifan Mai, Caroline Suen |