zshicode / Raman-Spectra-Deep-LearningLinks
PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning
☆48Updated 6 months ago
Alternatives and similar repositories for Raman-Spectra-Deep-Learning
Users that are interested in Raman-Spectra-Deep-Learning are comparing it to the libraries listed below
Sorting:
- Signal prediction by using LSSVM with PSO and PSR☆24Updated 7 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
- 粒子群算法优化支持向量机☆139Updated 3 years ago
- Include BP / GA_SVM / GS_SVM / KNN / LDA / PCA / PSO_SVM☆29Updated 3 years ago
- 一种有效的电力负荷预测方法☆63Updated 5 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
- variational mode decomposition and its variants☆62Updated 4 years ago
- Digital signal analysis library for python. The library includes such methods of the signal analysis, signal processing and signal parame…☆138Updated 2 years ago
- This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Tempora…☆63Updated last month
- ☆54Updated 7 years ago
- 利用各种算法优化BP☆36Updated 5 years ago
- 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☆41Updated 5 years ago
- 常用降维算法的复现和比较,包括LDA, PCA, KPCA, MDS, Isomap, LLE。☆22Updated 3 years ago
- ☆53Updated 4 months 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
- It is a project of SVM optimization algorithm which use the Grey Wolf Optimizer☆82Updated 6 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 3 years ago
- To accurately predict the regional spread of COVID-19 infection, this study proposes a novel hybrid model which combines a Long short-ter…☆16Updated 4 years ago
- Implementation of the Hard and Soft PLS-DA for MATLAB☆14Updated 4 years ago
- PSO algorithm for multi-parameters optimizaiton☆66Updated 6 years ago
- Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM☆34Updated 2 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。☆94Updated 2 years ago
- This code is a near-infrared spectrum modeling method based on PCA and pls☆31Updated 3 years ago
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆20Updated 2 years ago
- Fault Diagnosis of Tennessee Eastman Chemical process using Neural Networks☆40Updated 6 years ago
- ☆11Updated 3 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
- This file includes datasets and LSTM combined with PSO algorithm MATLAB code.☆62Updated 2 years ago
- Weighted LSSVM for regression☆38Updated 6 years ago
- Deep Learning in Quantitative Finance: Transformer Networks for Time Series Prediction☆50Updated last year