资源列表
台湾大学李宏毅教授深度学习
- 学习深度学习的经典课件，来自台湾大学李宏毅教授(Learn the classic courseware for deep learning, Professor Li Hongyi from National Taiwan University)
KNN
- 最近邻学习算法，Python实现，最近邻规则分类(steps: In order to determine the unknown instance categories, with examples of all known categories as reference Parameter selection of K The calculation examples and all known examples of the unknown distance Choose the
01DTree
- 步骤： 为了判断未知实例的类别，以所有已知类别的实例作为参照 选择参数K 计算未知实例与所有已知实例的距离 选择最近K个已知实例 根据少数服从多数的投票法则(majority-voting)，让未知实例归类为K个最邻近样本中最多数的类别(steps: In order to determine the unknown instance categories, with examples of all known categories
智能算法报告
- 人脸识别，神经网络算法，识别各式人脸，输出准确率，人脸数据在压缩包里(Face recognition, neural network algorithm, identify all kinds of face, output accuracy, face data in the compressed package)
repetative
- 用于迭代学习的基础教程，可以很快的进入迭代学习的阵营(The basic tutorial for iterative learning, you can quickly enter the camp of iterative learning)
DeepLearnToolbox-master
- Matlab的深度学习工具箱，有CNN DBN NN SAE for matlab。(Matlab's depth learning toolkit has CNN DBN, NN, SAE, for, matlab.)
深度学习研究综述_孙志军
- 介绍国内外深度学习发展，算法，理论。和各种算法(Depth learning theory and various algorithms)
关于房价问题数学建模分析
- 这是一个非常简单的建模模型，可是看看，积累建模经验(Very simple modeling model)
ELM_MultiOutputRegression
- 黄广斌官网下载,多输出回归问题的程序，可做参考(extrem learnig machine multiouptut regression)
BP和RBF神经网络用于预测
- BP和RBF神经网络用于电流互感器参数剩磁衰减因子的预测(Prediction of remanence attenuation factor of current transformer by BP and RBFneural network)
DEEP-CNN
- matlab下的CNN代码，有小例子供参考(the CNN code, there are small examples for reference)
混沌操作法
- 外汇的智能交易ea，是以混沌理论为基础的(EA, the intelligent trading of foreign exchange, is based on the theory of chaos)