GCaptainNemo / Dimension-Reduction-Algorithms
常用降维算法的复现和比较,包括LDA, PCA, KPCA, MDS, Isomap, LLE。
☆21Updated 3 years ago
Alternatives and similar repositories for Dimension-Reduction-Algorithms
Users that are interested in Dimension-Reduction-Algorithms are comparing it to the libraries listed below
Sorting:
- Implementation of the Slow Feature Analysis algorithm for unsupervised learning☆11Updated 2 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆15Updated 3 years ago
- X. Yuan, Z. Miao, Z. Liu, Z. Yan and F. Zhou, "Multi-Strategy Ensemble Whale Optimization Algorithm and Its Application to Analog Circuit…☆32Updated 2 years ago
- Deep Autoencoder with Extreme Learning Machines☆14Updated 3 years ago
- literature review renewal of PV faults diagnosis, including papers, datasets, and codes☆19Updated last year
- A simple program to implement the Symplectic geometry mode decomposition (SGMD), including python and matlab versions.☆24Updated 2 years ago
- 用CGAN训练时频域特征生成特征样本,数据集非图片数据集,用到了dataset自定义的数据集。☆11Updated 3 years ago
- In this project, I used least-square support vector machines (LS-SVM) for classification, function estimation, times-series prediction an…☆14Updated 9 years ago
- 本科毕业设计 - 基于数据解析的化工生产过程诊断☆12Updated 3 years ago
- Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks202…☆17Updated 3 years ago
- Code Implement of A Data-driven Self-supervised LSTM-DeepFM Model for Industrial Soft Sensor☆28Updated 3 years ago
- A neural network model implemented in MATLAB to predict various faults in transformers using Dissolved Gas Analysis.☆17Updated 7 years ago
- Github repo for the research paper titled "Integrating Adaptive Moving Window and Just-in-Time Learning Paradigms for Soft-Sensor Design"☆20Updated 5 years ago
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆21Updated 2 years ago
- A Python Implementation of Kernel Extreme Learning Machine for Ordinal Regression☆25Updated 4 years ago
- CEEMDAN-VMD-TCN-GRU&RF model☆12Updated 11 months ago
- My implementation of Symbolic Transfer Entropy (STE): a measure of asymmetric information flow between stochastic processes.☆11Updated 5 years ago
- A new probabilistic wind speed prediction method, called Shared Weight Long Short-Term Memory Network combined with Gaussian Process Regr…☆10Updated 5 years ago
- Multi-source information fusion deep self-attention reinforcement learning framework for multi-label compound fault recognition☆20Updated 2 years ago
- Multi-view Broad Learning Systerm☆10Updated 3 years ago
- Code for thesis "Graph Dynamic Autoencoder for Fault Detection"☆17Updated 3 years ago
- Early access articles, Journals, and Conferences☆26Updated 4 years ago
- 用于预测性维护与健康管理的大型语言模型(故障诊断大模型;剩余使用寿命预测大模型)☆16Updated this week
- TE data diagnosis using pytorch☆20Updated 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☆15Updated 5 years ago
- Detection and multi-class classification of Bearing faults using Image classification from Case Western Reserve University data of bearin…☆20Updated 3 years ago
- Fault prognosis using LSTM and CNN☆17Updated 3 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Updated 3 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆55Updated 3 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆27Updated 2 years ago