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.
☆13Updated 3 years 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:
- 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☆37Updated 2 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
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆15Updated 3 years ago
- 个人练习，自编码器及其变形（理论+实践）☆339Updated 6 years ago
- MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analy…☆255Updated 3 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…☆17Updated 4 years ago
- Regularized K-SVD Algorithm☆47Updated 8 years ago
- Encoding time series as images using GAF operation by pyts.☆224Updated 3 years ago
- CNN for regression☆12Updated 6 years ago
- The deep residual shrinkage network is a variant of deep residual networks.☆482Updated 3 weeks 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。☆94Updated 2 years ago
- A python program to build ResNet-1D model and DRSN-1D model in keras environment.☆11Updated 2 years ago
- Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch） 深度残差收缩网络应用于故障诊断☆232Updated 2 years ago
- Improve Deep Learning based CNN & Extreme Learning Machine With Particle Swarm Optimization (Deep PSO) For Classification☆19Updated last year
- Code to validate the "Particle swarm optimization of deep neural networks architectures for image classification" paper.☆93Updated last week
- MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN☆200Updated 2 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
- ☆18Updated 6 years ago
- 一维卷积神经网络☆41Updated 5 years ago
- The features of nonlinearity and non-stationarity in real systems are often difficult to be extracted. This paper focuses on developing a…☆23Updated last year
- Wavelet Transform for Image decomposition, Image reconstruction and Image denoising☆48Updated 7 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
- variational mode decomposition and its variants☆62Updated 4 years ago
- using WGAN to generate fault bearing vibration signals☆51Updated 7 years ago
- In this paper, a novel adaptive morphological reconstruction (AMR) operation is proposed. AMR is able to obtain better seed images to imp…☆12Updated 5 years ago
- Package for preprocessing CWRU Bearing dataset☆12Updated 4 months ago
- 基于一维卷积神经网络（1D-CNN）的多元时间序列分类☆78Updated 5 years ago