文件名称:mlclass-ex4
介绍说明--下载内容均来自于网络,请自行研究使用
神经网络学习,基于matlab仿真,机器学习相关知识-ex4.m- Octave scr ipt that will help step you through the exercise
ex4data1.mat- Training set of hand-written digits
ex4weights.mat- Neural network parameters for exercise 4
submit.m- Submission scr ipt that sends your solutions to our servers
submitWeb.m- Alternative submission scr ipt
displayData.m- Function to help visualize the dataset
fmincg.m- Function minimization routine (similar to fminunc)
sigmoid.m- Sigmoid function
computeNumericalGradient.m- Numerically compute gradients
checkNNGradients.m- Function to help check your gradients
debugInitializeWeights.m- Function for initializing weights
predict.m- Neural network prediction function
[?] sigmoidGradient.m- Compute the gradient of the sigmoid function
[?] randInitializeWeights.m- Randomly initialize weights
[?] nnCostFunction.m- Neural network cost function
ex4data1.mat- Training set of hand-written digits
ex4weights.mat- Neural network parameters for exercise 4
submit.m- Submission scr ipt that sends your solutions to our servers
submitWeb.m- Alternative submission scr ipt
displayData.m- Function to help visualize the dataset
fmincg.m- Function minimization routine (similar to fminunc)
sigmoid.m- Sigmoid function
computeNumericalGradient.m- Numerically compute gradients
checkNNGradients.m- Function to help check your gradients
debugInitializeWeights.m- Function for initializing weights
predict.m- Neural network prediction function
[?] sigmoidGradient.m- Compute the gradient of the sigmoid function
[?] randInitializeWeights.m- Randomly initialize weights
[?] nnCostFunction.m- Neural network cost function
(系统自动生成,下载前可以参看下载内容)
下载文件列表
mlclass-ex4\checkNNGradients.m
...........\computeNumericalGradient.m
...........\debugInitializeWeights.m
...........\displayData.m
...........\ex4.m
...........\ex4data1.mat
...........\ex4weights.mat
...........\fmincg.m
...........\ml_login_data.mat
...........\nnCostFunction.m
...........\predict.m
...........\randInitializeWeights.m
...........\sigmoid.m
...........\sigmoidGradient.m
...........\submit.m
...........\submitWeb.m
mlclass-ex4