Cathy-t / basic_AI_algorithmLinks
Include Supervised learning:Logistic Regression、Multilayer perceptron and Deep Convolutional Network .And Unsupervised learning:Auto Encoders、Denoising Autoencoders、Stacked Denoising Auto-Encoders、Restricted Boltzmann Machines、Deep Belief Networks.
☆14Updated 2 months ago
Alternatives and similar repositories for basic_AI_algorithm
Users that are interested in basic_AI_algorithm are comparing it to the libraries listed below
Sorting:
- MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN☆206Updated 2 years ago
- We propose a novel deep learning framework DRSNet (deep residual shrinkage network) with an embedded soft-threshold denoising scheme for …☆14Updated 2 years ago
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆81Updated 3 years ago
- 深度残差收缩网络处理一维时域信号☆36Updated 2 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆15Updated 3 years ago
- MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analy…☆256Updated 3 years ago
- 使用vmd算法对含有噪声的图像信号进行分解,去除掉噪声信号,将剩余信号合成,得到去噪声图像。分别使用alo、ao、ga、gwo、mpa、spo、woa算法对vmd算法中的参数进行优化,实现快速、准确的完成图像信号的分解。☆95Updated 2 years ago
- 个人练习,自编码器及其变形(理论+实践)☆338Updated 6 years ago
- Regularized K-SVD Algorithm☆50Updated 8 years ago
- 由于CSDN博客里面不能直接上代码链接,涉嫌营销推广,因此建一个github仓库用于整理这些代码链接☆153Updated 2 years ago
- 用GAN生成一维数据☆123Updated 5 years ago
- Code to validate the "Particle swarm optimization of deep neural networks architectures for image classification" paper.☆96Updated 3 months ago
- ALOT dataset ,multi-class SVM,AdaBoost,K-SVD,LBP,HOG,Gabor☆24Updated 7 years ago
- In our project we are proposing a real time de-noising algorithm for audio signals based on the Wavelet Transform. White noise is omnipre…☆19Updated 4 years ago
- Encoding time series as images using GAF operation by pyts.☆227Updated 3 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
- 自己搜集和改写的压缩感知相关程序代码☆161Updated 3 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
- 在matlab App Designer中设计了一款航空发动机气路故障智能诊断软件,通过训练航空发动机气路数据,分别实现航空发动机故障判断、故障部件定位和故障模式识别。☆12Updated 3 years ago
- 使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm☆38Updated 3 years ago
- Improve Deep Learning based CNN & Extreme Learning Machine With Particle Swarm Optimization (Deep PSO) For Classification☆19Updated last year
- The deep residual shrinkage network is a variant of deep residual networks.☆486Updated last month
- 利用最小二乘支持向量机进行分类器建模,改进鲸鱼算法(基于冯洛伊曼拓扑的鲸鱼算法)进行超参数寻优☆45Updated 5 years ago
- using WGAN to generate fault bearing vibration signals☆51Updated 7 years ago
- Implementation from scratch of a CNN-LSTM network for language models. Useful features are extracted from the CNN layer below and then fe…☆24Updated 2 years ago
- A simple program to implement the Symplectic geometry mode decomposition (SGMD), including python and matlab versions.☆26Updated 2 years ago
- Hybrid whale optimization algorithm with gathering strategies☆15Updated 3 years ago
- LSTM by matlab☆56Updated 7 years ago
- Image Reconstruction Using Compressive Sensing☆22Updated 5 years ago
- CNN for regression☆12Updated 6 years ago