资源列表
BP_Hidden1234
- 基于双隐含层BP神经网络的预测，样本产生、归一化、BP网络训练、预测-Prediction based on double hidden layer of BP neural network, BP network training samples produced, normalization, and forecasting
Genetic1234
- 基于遗传算法神经网络的预测代码,包含整个过程-Based on genetic algorithm and neural network prediction code, including the whole process
PSO-MPID
- 该代码为基于pso算法优化的PID神经网络的系统控制算法-This code is based on pso algorithm to optimize PID control algorithm of the neural network system
FCM-GRNN
- 该代码为基于FCM-GRNN的聚类算法,代码完整，可以运行-The code for clustering algorithm based on FCM- GRNN, code complete, can run
RBF-example
- RBF神经网络MATLAB编程源代码，包含样本产生、训练、预测-RBF neural network and MATLAB programming source code, including the sample, training, prediction
robotsoccer
- 这是一个足球机器人附轮速值，击球到定点，以及预测球的源码，是比较先进的源码-This is a soccer robot attached wheel speed value, to fixed-point shot, and the ball prediction source code, the source code is more advanced
robotsoccer2
- 此为5v5实体足球机器人进攻函数，多种情况都有对应的策略，非常厉害- This entity is 5v5 soccer robot attack function, a variety of cases, there is a corresponding strategy, very powerful
kalman
- 简单的用MATLAB实现了卡尔曼滤波算法，便于初学者理解卡尔曼滤波-Simply use MATLAB to achieve a Kalman filter, easy for beginners to understand Kalman Filter
ckn-matlab-v1.0-svn2014-11-19.tar
- Convolutional Kernel Network 算法原码-Code of Convolutional Kernel Network. Used for feature extraction and classification, LEAR France
ridge
- 这段代码可以实现机器学习中的岭回归。自行添加高斯噪声后对每个数据集的七阶多项式用不同的值λ进行岭回归-Perform ridge regression on each dataset with 7th order polynomial with different value λ.Add Gaussian noise.
perceptron
- 实现机器学习中的感知机学习的原始形式和对偶形式，并且用训练数据来检测-Implement the learning algorithms for perceptron in both the original form and the dual form.Test it for the training data.
classify
- 用大数据来训练一个朴素贝叶斯分类器，并且在分类器中加入α=1的拉普拉斯平滑。-Use the data given in table to train a naive Bayes classifier and test it.Add Laplace smoothing into the classifier with α=1,and test angin.