Deep Learning (Python, C/C++, Java)
Pull request Compare This branch is 43 commits behind yusugomori:master.
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
c
cpp
java
python
scala
.gitignore
README.md

README.md

Deep Learning (Python, C/C++, Java)

Classes :

  • DBN: Deep Belief Nets

  • CDBN: Deep Belief Nets w/ continuous-valued inputs

  • RBM: Restricted Boltzmann Machine

  • CRBM: Restricted Boltzmann Machine w/ continuous-valued inputs

  • dA: Denoising Autoencoders

  • SdA: Stacked Denoising Autoencoders

  • LogisticRegression: Logistic Regression

  • HiddenLayer: Hidden Layer of Neural Networks

References :

  • Y. Bengio, P. Lamblin, D. Popovici, H. Larochelle: Greedy Layer-Wise Training of Deep Networks, Advances in Neural Information Processing Systems 19, 2007

  • P. Vincent, H. Larochelle, Y. Bengio, P.A. Manzagol: Extracting and Composing Robust Features with Denoising Autoencoders, ICML' 08, 1096-1103, 2008

  • DeepLearningTutorials https://github.com/lisa-lab/DeepLearningTutorials

  • Yusuke Sugomori: Stochastic Gradient Descent for Denoising Autoencoders, http://yusugomori.com/docs/SGD_DA.pdf

Bug reports are deeply welcome.