资源列表
tree
- 分类决策树的核心思想就是在一个数据集中找到一个最优特征，然后从这个特征的选值中找一个最优候选值，根据这个最优候选值将数据集分为两个子数据集，然后递归上述操作，直到满足指定条件为止。附代码(The core idea of a classified decision tree is to find an optimal feature in a data set, and then find an optimal candidate value from the selected value of
神经网络与机器学习（原书第3版）
- 神经网络机器学习书籍，可以很好的掌握各种神经网络算法(Neural network machine learning books.Can well master various neural network algorithms.)
k_means
- 主成分分析（Principal Component Analysis，PCA）， 是一种统计方法。通过正交变换将一组可能存在相关性的变量转换为一组线性不相关的变量，转换后的这组变量叫主成分。(It is a statistical method. Through orthogonal transformation, a set of variables that can be correlated can be transformed into a group of linearly irrel
SVM
- SVM(Support Vector Machine)指的是支持向量机，是常见的一种判别方法。在机器学习领域，是一个有监督的学习模型，通常用来进行模式识别、分类以及回归分析。(It is a common discriminant method. In machine learning, it is a supervised learning model, usually used for pattern recognition, classification and regression an
GA
- 由BP神经网络的初始种群，然后基于MATLAB工具箱实现遗传算法优化方案，(The initial population of BP neural network is implemented, and then the genetic algorithm optimization scheme is implemented based on the MATLAB toolbox.)
tsp
- 遗传算法,旅行商问题的python代码(The Python code of the genetic algorithm, the traveling salesman problem)
SDOF
- matlab编程Newmark-β单自由度体系动力响应(Matlab programming Newmark- beta single degree of freedom system dynamic response)
Python Deep Learning - Valentino Zocca
- Take your machine learning skills to the next level by mastering Deep Learning concepts and algorithms using Python.
my_cnn.tar
- 用卷积神经网络实现手写数字识别，数据集为mnist数据集(Convolution neural network is used to realize handwritten numeral recognition. Data set is MNIST data set.)
TensorVision
- tensorvision的库文件，用于python机器学习的编程(The library file of tensorvision is used for Python machine learning programming.)
mxnet_mtcnn_face_detection-master
- 利用mxnet和mtcnn进行人脸检测，是一个简单的demo(Face detection using mxnet and mtcnn is a simple demo.)
双蚁群路径规划
- 这是双蚁群机器人路径规划算法，很好的解决了蚁群算法收敛慢的缺点，C++语言(This is a dual ant colony robot path planning algorithm that solves the shortcomings of the slow convergence of the ant colony algorithm and uses the C++ language.)