搜索资源列表
gradientDescent
- example of implementation of gradient descent algorithm in matlab
madgwick_algorithm_matlab
- 1. SOH关于IMU进行姿态求解的C代码，里面包含了两套代码，分别是重力约束法求解和梯度下降法求解！-1. SOH IMU for attitude about solving the C code, which contains two sets of codes, which are bound by gravity and gradient descent method for solving method to solve!
shgsgahg
- 机器学习 线性回归 最速梯度下降 多项式回归 习题及答案 Andrew Ng-machine learning linear regression online gradient descent
rbf
- rbf逼近的程序，采用梯度下降法进行逼近，效果不错-RBF approximation sin (x), using the gradient descent method
LMBPNN
- 利用LM训练算法来改善BP神经网络的梯度下降法的训练算法。-Using LM training algorithm to improve BP neural network training algorithms gradient descent.
iris
- 随机梯度下降，在一个UCI数据集上的实现。随即梯度下降是线性回归的一个重要推论。-A gradient descent test in Java, using a UCI dataset
GD
- fuzzy gradient descent learning algorithm
tiduxiajiang
- 多传感器数据融合的梯度下降法。方法较为简单，代码基本可以实现滚转角与俯仰角的解算，需要再调参数会更精确-Multi-sensor data fusion gradient descent. The method is simple, basic code can roll angle and pitch angle of the solver, you need to re-tune the parameters would be more accurate
linear_regression_with_one_variable
- 自己编写的程序，能够实现单变量的线性回归，随机产生训练样本，利用梯度下降法实现训练过程，并且画出了误差的迭代曲线。-I have written a program that can achieve single-variable linear regression, random training sample using gradient descent method to achieve the training process, and draw the iterative curve
logistic_regression
- 利用逻辑回归实现二分类的matlab程序。随机生成训练样本，利用梯度下降法进行训练，并且在样本图上画出了分类边界。-Logistic regression for binary classification matlab procedures. Randomly generated training samples, the training using the gradient descent method, and is shown in Figure on the sample class
factorize
- 是推荐系统中最基础的MF实现程序，使用梯度下降的方法，用迭代优化的方式找到最优解-Recommendation system is the most basic MF realize procedure, using a gradient descent method, using an iterative optimization approach to find the optimal solution
Linear-Regression
- 线性回归的学习算法。包括数据分析、线性回归、在线梯度下降、多项式回归。压缩包中给出.txt数据文件及说明文档。-Linear regression learning algorithm. Including data analysis, linear regression line gradient descent, polynomial regression. Compressed data given .txt file and documentation.
logRegres
- 机器学习算法，Logistic回归算法，最优化理论和梯度下降-Machine learning algorithms, Logistic regression algorithm, optimization theory and the gradient descent
suanfa
- 梯度下降算法 机器学习 MATLAB编写 验证无误-Gradient descent algorithm to verify correct writing machine learning MATLAB
deepest_descent_method_1D
- 梯度下降法在一维函数中的优化应用，自己原创，可以运行，无任何错误-Gradient descent algorithm applied in a one-dimensional function optimization, and their own original, can run without error.
deepest_descent_method_2D
- 梯度下降法在二维函数中的优化寻优，老师上课的例子，可以运行无误-Gradient descent optimization in a two-dimensional function optimization, teacher in the class example, you can run correctly
SVM-study-for-the-news
- 基于梯度下降法的SVM的实现。适合初学者-Gradient descent method to achieve SVM. Suitable for the news.
Backpropagation--5
- Backpropagation, an abbreviation for backward propagation of errors , is a common method of training artificial neural networks used in conjunction with an optimization method such as gradient descent. The method calculates the gradient of a loss fun
grad_descent
- matlab code for Simplified Gradient Descent Optimization
Exercise8
- LES算法。包含梯度下降法优化算法，并且以图示每一步迭代权值如何更新。-LES algorithms. Contains gradient descent optimization algorithm, and with each iteration illustrates how to update the weights.