zheng-yuwei / Stacked_AutoencoderLinks
用 MATLAB 实现深度学习网络中的 stacked auto-encoder：使用AE variant（de-noising / sparse / contractive AE）进行预训练，用BP算法进行微调
☆44Updated 9 years ago
Alternatives and similar repositories for Stacked_Autoencoder
Users that are interested in Stacked_Autoencoder are comparing it to the libraries listed below
Sorting:
- Feature fusion using Discriminant Correlation Analysis (DCA)☆65Updated 6 years ago
- Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approa…☆73Updated 4 years ago
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆81Updated 3 years ago
- Feature Selection and Extraction☆19Updated 10 years ago
- Online Semi-supervised Learning + Online Heterogeneous Transfer Learning☆30Updated 10 years ago
- Use Hilbert-Huang Transform(EMD), MFCC, semi-supervised Rough Fuzzy Laplacian Eigenmap(SS-RFLE) to extract features of signals. Use FCM,…☆48Updated 7 years ago
- this is a matlab toolbox of deep learning about sequences learning, object-oriented,including rnn, lstm and encoder decoder(sequences to…☆81Updated 9 years ago
- Scripts for the paper: 2DPCA with L1-norm for simultaneously robust and sparse modelling.☆17Updated 6 years ago
- LSTM by matlab☆58Updated 8 years ago
- Ensemble Learning Toolbox☆17Updated 5 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆89Updated 3 years ago
- MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analy…☆264Updated 3 years ago
- Clustering / Subspace Clustering Algorithms on MATLAB☆232Updated 5 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 3 years ago
- Several state-of-the-art fuzzy clustering algorithms, including Fuzzy c-means clustering, fuzzy subspace clustering and maximum entropy c…☆33Updated 5 years ago
- Implementation of the stacked denoising autoencoder in Tensorflow☆206Updated 7 years ago
- r and matlab code, datasets, published papers for my phd study 2011-2015☆45Updated 9 years ago
- DICTOL - A Dictionary Learning Toolbox in Matlab and Python☆192Updated 4 years ago
- Autoencoders - a deep neural network was used for feature extraction followed by clustering of the "Cancer" dataset using k-means techni…☆13Updated 7 years ago
- We develop the clustering approach by fast-search-and-find of density peaks which use the kernel function for mapping the input sample ob…☆18Updated 9 years ago
- This repository has been moved to https://codeberg.org/pirofti/ksvd_reg. Please visit the new location for the latest updates.☆50Updated 8 years ago
- The codes的K-means，FCM，谱聚类，DBSCAN，AP（AffinityPropagation），DPC聚类算法比较☆160Updated 8 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆24Updated 11 years ago
- ☆55Updated 8 years ago
- Feature fusion using Canonical Correlation Analysis (CCA)☆51Updated 6 years ago
- Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"☆18Updated 5 years ago
- Weighted LSSVM for regression☆37Updated 7 years ago
- A implementation of GAN in matlab☆30Updated 6 years ago
- MATLAB code for training deep belief networks☆49Updated 7 years ago
- This repository is mainly to show the source code of neural component analysis.☆24Updated 7 years ago