搜索资源列表
cnn
- 卷积神经网络的实现代码，包括训练，测试，SGD随机梯度下降法等功能。-Convolution neural network implementation code, including training, testing, SGD stochastic gradient descent and other functions.
Attitude-Algorithm
- 两种基于互补滤波的姿态算法，对陀螺仪和加速度计进行数据融合，解算姿态。一种使用了梯度下降算法，另一种使用反馈修正和李雅普诺夫分析。-Two algorithms for attitude estimate based on complementary filtering. Data form Gyroscope and Accelerometer are fused. One is based on gradient descent algorithm while the other is ba
TOA/AOA定位 Matlab源程序
- 通信定位算法，源程序。专门为建模而用，针对三角定位，梯度下降法，双曲线等方法
tiduxiajiang
- 梯度下降法的图形表示，里面有详细的中文注释，运行即可看到结果。-Gradient descent graphical representation, which the Chinese have detailed notes, you can see the results running.
bpback
- 神经网络比较基础的算法，实现梯度下降和反向传播，以及L2规范化、交叉熵代价函数的引入，卷积神经网络 该算法用于mnist数据测试，有详细中文注释-Neural network based on the comparison algorithm, gradient descent and back-propagation, and L2 standardization introduced cross entropy cost function, convolution neural netw
ex2Data
- 线性回归（Linear Regression）其中一个办法是，利用微积分里的梯度下降！-Linear Regression with Multiple Variables
BP_Differ_Train
- BP神经网络算法用来拟合加噪信号，并以动量梯度下降算法和减少内存的Levenberg-Marquardt算法两种训练方法进行该实例下的性能对比-BP neural network algorithm used to fit the noise signal, and to reduce the momentum gradient algorithm and memory Levenberg-Marquardt algorithm two training methods to compare t
windows
- 最速梯度下降和广义逆最小二乘求解感知机，可以调的参数有迭代下降的因子还有广义逆求解时的向量b。-Steepest gradient descent and generalized least squares for solving inverse Perceptron, you can adjust the parameters as well as iterative decrease factor when solving generalized inverse vector b.
ex4
- 手写识别的实现，由bp算法和梯度下降算法实现的神经网络-Handwriting recognition achieved by the bp algorithm and gradient descent algorithm neural network
GUI_TDtest
- 梯度下降法进行系统辨识及GUI操作实现,注：主要使用第二类梯度下降法实现，谢谢大家！-Gradient descent method for system identification Matlab procedures and GUI interface operation
Linear-Regression
- 使用梯度下降法和解析法实现的线性回归算法。-Gradient descent algorithm using the linear regression method and analytical method to achieve.
Logistic-Regression
- 使用梯度下降法、随机梯度下降法和牛顿法实现的逻辑回归算法。-Using a gradient descent method, stochastic gradient descent algorithm logistic regression method and Newton' s method to achieve.
RBF_gradient
- 考虑Hermit多项式的逼近问题 ，用梯度下降法训练RBF网络-Consider Hermit polynomial approximation problem, descent training RBF network with a gradient
gradientDescent
- 机器学习中用于求解代价函数最小值的梯度下降算法-Machine Learning for solving the minimum cost function gradient descent algorithm
OVM
- A Dynamical Tikhonov Regularization for Solving Ill-posed Linear Algebraic Systems.pdf，以上论文提出的求解病态线性方程组的一种较新梯度下降法-A Dynamical Tikhonov Regularization for Solving Ill-posed Linear Algebraic Systems.pdf, more than one paper proposes solving ill-conditi
net_test_ok
- bp神经网络预测退火炉钢带温度，效果很好，对于理解负梯度下降法有很大帮助。-Steel temperature prediction.
rgd
- Rosen梯度下降法的matlab实现，线搜索采用的是0.618法，其中的目标函数可以自己修改。-Rosen gradient descent method of Matlab implementation, line search using the 0.618 method, which can modify the objective function.
slgohithm_descent
- 用C++实现了梯度下降求多元函数极值的算法,有可能会陷入局部最优解-By c++ implementation of a gradient descent algorithm of multivariate function extreme value, is likely to fall into local optimal solution
codes
- 手写数码（0到9）识别的神经网络框架。附有数据训练集和测试集。采用随机梯度下降的BP算法。可以修改参数，加入drop out和动量法。-Digital handwriting (0 to 9) of the neural network recognition framework. With training and test data sets. BP algorithm using stochastic gradient descent. Parameters can be modified
Practice1
- 南京房价预测，线性回归执行梯度下降算法，用梯度下降算法预测2014年南京房价-Nanjing Housing Prace Prediction，Gradient Descent