资源列表
OS-ELM
- 在线ELM的MATLAB代码，可用于目标跟踪，回归分析预测、以及分类。(The MATLAB code of online ELM can be used for target tracking, regression analysis, prediction, and classification.)
DNN
- 使用神经网络进行语音增强，包括语音特征提取，DNN，语音重构(Speech enhancement using neural networks)
naive_bayes
- 朴素贝叶斯算法分类及回归，附带训练集和测试集，可以评测正确率和输出预测文件(Classification and regression of naive Bayes algorithm, incidental training set and test set can evaluate the correct rate and output prediction file.)
TensorFlow教程
- Tensorflow编程教程，深度学习技术基础(Tensorflow programming tutorial)
bp_demo
- 一个简单的bp神经网络预测程序，包括简单的GUI界面(A simple BP neural network prediction program, including a simple GUI interface)
chapter14 基于粒子群算法的PID控制器优化设计
- chapter14 基于粒子群算法的PID控制器优化设计，粒子群算法也是个不错的优化参数算法(chapter14 Particle swarm optimization algorithm based on PID controller design, Particle Swarm Optimization algorithm is also a good optimization algorithm)
shenjingwangluo
- 用于预测喷丸表面强化残余应力及表面粗糙度值，并可套用其他应用(It can be used to predict the residual stress and surface roughness of shot peening surface, and can be applied to other applications)
07情感分析：基于电商产品数据的情感分析
- 07python语言用于情感分析：基于电商产品数据的情感分析(Sentiment analysis based on 07python language: sentiment analysis based on electricity supplier product data)
Hopfield Neural Network
- 一种离散神经网络实例，亲测可用。MATLAB语言实现的(A discrete neural network instance, a pro-test is available.MATLAB language implementation)
bp神经网络用于PID控制器
- bp神经网络用于PID控制器matlab代码(BP neural network used in PID controller MATLAB code)
改进势场
- 基本人工势场路径规划的MATLAB语言实现(Implementation of path planning for basic artificial potential field using MATLAB language)
DBN代码
- DBN原理与实现代码，基于MATLAB的代码实现(DBN principle and the implementation code, code implementation based on MATLAB)