资源列表
wikipedia_info
- wikipedia跨模态（文本图像）数据集，可用于图像标注、跨媒体检索等领域。共十类，已标注。文本特征是10维LDA特征，图像特征是128维SIFT特征(Wikipedia datasets for cross-media retrieval, image annotation etc.)
基于粒子群优化的多智能体协作进化方法
- 粒子群优化在多智能体系统上的应用和仿真实现(the implementation of PSO in multi-agent systems)
Matlab code for multi-agent control
- 多智能体的编队控制，适合多智能体的编队或一致性研究的初学者学习(Multi-Agent Formation Control, Suitable for Initial Scholars of Multi-Agent Formation or Consistency Research)
deecamp
- 利用LSTM进行股票预测，采用python编程(forecast the stock price with LSTM)
matlab文件蚁群算法
- 蚁群算法，实现点到点的路径规划，由初始点到目标点的路径规划完美避障
小波神经网络
- 小波神经网络，神经网络的改进算法，需要调整(neural network classification)
jplv7
- 空间计量的实现,完全可以实现空间计量经济学的(Realization of Spatial Measurement)
超限学习机理论讲解及编程实现
- 该方法随机给定神经元权值中的输入权值和阈值，然后通过正则化原则计算输出权值，神经网络依然能逼近任意连续系统。(The method gives the input weights and thresholds of neuron weights randomly, and then calculates the output weights by regularization principle. The neural network can still approximate any cont
多目标进化算法
- 多目标遗传进化算法，处理目标优化及处理优化问题，优化效果较好
tensorflow-mnist
- 改进了官方的MNIST进阶demo，准确率提升。(The official MINIST advanced demo is improved and the accuracy is improved.)
LOLIMOT-master
- work, I have implemented a neuro-fuzzy neural network using Locally Linear Model Tree learning algorithm in order to predict chaotic time-series.
遗传算法优化的BP神经网络
- 遗传算法优化BP 神经网络是用遗传算法来优化BP 神经网络的初始权值和阔值，使优化 后的BP 神经网络能够更好地预测函数输出。遗传算法优化BP 神经网络的要素包括种群初 始化、造应度函数、选择操作、交叉操作和变异操作。(Genetic algorithm optimizes BP neural network by using genetic algorithm to optimize the initial weight and broad value of BP neural netwo