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 5 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:
- 深度残差收缩网络处理一维时域信号☆36Updated 2 years ago
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆81Updated 3 years ago
- This repository has been moved to https://codeberg.org/pirofti/ksvd_reg. Please visit the new location for the latest updates.☆49Updated 8 years ago
- We propose a novel deep learning framework DRSNet (deep residual shrinkage network) with an embedded soft-threshold denoising scheme for …☆15Updated 2 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆16Updated 3 years ago
- MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analy…☆263Updated 3 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
- 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 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…☆20Updated 4 years ago
- CNN for regression☆12Updated 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。☆13Updated 3 years ago
- MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN☆210Updated 2 years ago
- Subband averaging kurtogram (SAK), incorporating with dual-tree complex wavelet packet transform (DTCWPT), to improve performance of the …☆12Updated 4 years ago
- Encoding time series as images using GAF operation by pyts.☆228Updated 3 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☆246Updated 2 years ago
- 个人练习,自编码器及其变形(理论+实践)☆345Updated 6 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。☆101Updated 2 years ago
- The deep residual shrinkage network is a variant of deep residual networks.☆498Updated 3 weeks 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
- 轴承故障诊断实验 17级15组☆14Updated 5 years ago
- using WGAN to generate fault bearing vibration signals☆52Updated 7 years ago
- 一维卷积神经网络☆43Updated 6 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☆16Updated 6 years ago
- VMD-SWTTV是一种针对一维信号的二级框架降噪算法,结合了变分模态分解VMD与平稳小波变换SWT,并采用了小波变换全变分法优化了SWT。降噪效果还是不错的。☆49Updated 2 years ago
- 基于可变形卷积和注意力机制的滚动轴承故障诊断☆49Updated 4 years ago
- BLS Code☆135Updated 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…☆14Updated 5 years ago
- Improve Deep Learning based CNN & Extreme Learning Machine With Particle Swarm Optimization (Deep PSO) For Classification☆20Updated 2 years ago
- ALOT dataset ,multi-class SVM,AdaBoost,K-SVD,LBP,HOG,Gabor☆24Updated 7 years ago
- A simple program to implement the Symplectic geometry mode decomposition (SGMD), including python and matlab versions.☆27Updated 2 years ago