资源列表
KNN
- 分类算法数字识别，KNN算法， 调用代码 import lyqKnn from numpy import * lyqKnn.handwritingClassTest()(Classification algorithm digital recognition)
Neural Animation
- the animation of neural network
perceptron
- 单层感知机解决逻辑与、或、非这样的线性可分问题。(Single layer perceptron solves the linear separable problem of logic and / or not)
multilinearreg
- 利用最小二乘法来对w和b进行估计。最小二乘法就是试图找到一条直线，使得所有样本到直线上的欧式距离之和最小。(The least squares method is used to estimate W and B. The least squares method is trying to find a straight line, so that the sum of Euclidean distance of all the samples to the line is minimum)
6434
- Transceiver contains two client programs, Much posture, multi-angle, have different light, Suppressed carrier type differential phase modulation.
语音识别概论
- 然语言处理方面的一本入门书，是中文的，而且使用python写的(However, an introductory book on language processing is in Chinese, and is written in Python)
neural-networks-and-deep-learning-master
- 关于深度学习的一本很好的入门书，是中文的，很详细，公式推到很详细(On the depth of learning a good introductory book, is Chinese, very detailed, the formula is very detailed)
案例1 BP神经网络的数据分类-语音特征信号分类
- 利用BP神经网络的数据分类-——语音特征信号分类(Data classification using BP neural network -- Classification of speech feature signals)
BP神经网络的非线性系统建模-非线性函数拟合
- BP神经网络的非线性系统建模-非线性函数拟合(Nonlinear system modeling of BP neural network nonlinear function fitting)
基于遗传算法和非线性规划的函数寻优算法
- chapter2 基于遗传算法和非线性规划的函数寻优算法，遗传算法在很多领域得到应用(chapter2 based on genetic algorithms and nonlinear programming function optimization algorithm, genetic algorithm is applied in many fields)
AlexNet
- 使用TensorFlow 实现 AlexNet ，并使用 Mnist 数据集进行训练并测试。(AlexNet is implemented using TensorFlow and trained and tested using the Mnist data set.)
mno-differential-grouping-7cf5110a1fab
- 利用差分分组的多目标优化算法，MATLAB编写。(differential grouping)