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
☆42Updated 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:
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆81Updated 3 years ago
- Feature Selection and Extraction☆19Updated 10 years ago
- Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approa…☆72Updated 4 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆65Updated 5 years ago
- this is a matlab toolbox of deep learning about sequences learning, object-oriented,including rnn, lstm and encoder decoder(sequences to…☆80Updated 8 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
- Online Semi-supervised Learning + Online Heterogeneous Transfer Learning☆29Updated 10 years ago
- A implementation of GAN in matlab☆30Updated 6 years ago
- Clustering / Subspace Clustering Algorithms on MATLAB☆230Updated 4 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆88Updated 2 years ago
- Implementation of the stacked denoising autoencoder in Tensorflow☆205Updated 7 years ago
- The codes的K-means，FCM，谱聚类，DBSCAN，AP（AffinityPropagation），DPC聚类算法比较☆156Updated 7 years ago
- Comparative study of Prediction Models for Air Pollutant ( ANN, PCA-ANN, ANFIS, PCA-ANFIS )☆23Updated 8 years ago
- Weighted LSSVM for regression☆38Updated 6 years ago
- Several state-of-the-art fuzzy clustering algorithms, including Fuzzy c-means clustering, fuzzy subspace clustering and maximum entropy c…☆32Updated 5 years ago
- Matlab implementation of a Generative Adversarial Network☆24Updated 7 years ago
- Ensemble Learning Toolbox☆17Updated 5 years ago
- 宽度学习 Broad Learning System MATLAB 代码 / 寬度學習Broad Learning System MATLAB代碼（1）：MNIST實踐☆15Updated 6 years ago
- MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analy…☆254Updated 3 years ago
- Intrusion Detection is a technique to identify the abnormal behavior of system due to attack. The unusual behavior of the environment is …☆29Updated 7 years ago
- 结合DBN和ELM的改进DBN-ELM模型☆22Updated 7 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆24Updated 10 years ago
- Scripts for the paper: 2DPCA with L1-norm for simultaneously robust and sparse modelling.☆17Updated 5 years ago
- MATLAB code for training deep belief networks☆49Updated 7 years ago
- Improve Deep Learning based CNN & Extreme Learning Machine With Particle Swarm Optimization (Deep PSO) For Classification☆19Updated last year
- Feature fusion using Canonical Correlation Analysis (CCA)☆50Updated 5 years ago
- This repository contains the source code for four oversampling methods that I wrote in MATLAB: 1) SMOTE 2) Borderline SMOTE 3) Safe Level…☆36Updated 9 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
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 3 years ago
- Regularized K-SVD Algorithm☆49Updated 8 years ago