# NN_Test

**Repository Path**: creater/NN_Test

## Basic Information

- **Project Name**: NN_Test
- **Description**: This project contains some neural network code
- **Primary Language**: C++
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2017-10-13
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# NN_Test
**This project contains some neural network code:**
- neural network code
	- perceptron
	- BP(Back Propagation)
	- CNN(Convolutional Neural Networks)
	- linear regression(gradient descent、least squares)
	- naive bayes classifier(sex classification)
	- tiny-cnn's usage [GitHub](https://github.com/nyanp/tiny-cnn)
	- tiny-dnn's usage [GitHub](https://github.com/tiny-dnn/tiny-dnn)
- mathematical formula's implement with C++
	- Linear Algebra
		- transpose
		- determinant
		- adjoint matrix
		- inverse matrix
		- norm(vector、matrix)
		- eigenvalues/eigenvectors(real symmetric matrix)
		- SVD(Singular Value Decomposition)
		- pseudoinverse
		- trace
	- Probability
		- mean、variance、standard deviation
		- covariance matrix
	- Activation Function
		- logistic sigmoid function
		- softplus function
		- ReLU(rectified linear unit)
		- Leaky ReLUs(leaky rectified linear units)
		- ELUs(Exponential linear units)
		- softmax function
- OpenCV code
	- Logistic Regression

**The project support platform: windows7/10 64 bits. It can be directly build with VS2013 in windows7/10 64bits.**

**Screenshot:**  
![](https://github.com/fengbingchun/NN_Test/blob/master/prj/x86_x64_vc12/Screenshot.png)


**Blog:** [fengbingchun](http://blog.csdn.net/fengbingchun/article/category/780354)