python django1.10.5

说明：  支持向量机(SVM)——分类预测，包括核函数调参，不平衡数据问题，特征降维，网格搜索，管道机制，学习曲线，混淆矩阵，AUC曲线等(Support vector machine (SVM) - classification prediction, including kernel function parameter adjustment, unbalanced data problem, feature dimensionality reduction, grid search, pipeline mechanism, learning curve, confusion matrix, AUC curve, etc)

说明：  python PCA算法原理推导，及源代码实现，并基于PCA算法实现图片压缩，附pdf文件说明(Python PCA algorithm principle derivation, and source code implementation, and based on PCA algorithm to achieve image compression, with PDF file description)

编程规范是重中之重，带你书写良好的变成习惯(It is used to measure noise and detect road noise pollution. It is accurate and has good effect.)

converts binary to decimal and decimal to binary

python学习手册，可供机器学习的同学学习，讲的还是比较好。(Python learning manuals, for machine learning students to learn, speak better.)

室内经典指纹定位算法rader的简洁实现(The classic fingerprint location algorithm rader simple implementation)

说明：  使用pyqt编写的界面程序，实现串口网络通信(The interface program written by pyqt is used to realize the serial port network communication)

说明：  esn的python代码,esn的简单应用(simple application of ESN)

Introduction This server uses the Telnet protocol which is not used as much nowadays because HTTP has taken its place. However, it is very simple and light. It does not need a heavy server or complicated methods to write dynamic functions. Almost everything to be sent is based on text. I run a Windows server and I made this program for maintaining the Windows server. This program can be used as a simple monitoring program. You can check whether your server is OK or not via Telnet. The things you need to do are simply add a script or modify some Python code. Background This server is written using the Telnet protocol, ANSI code, and ZModem. These are not common these days. So if you were familiar with this protocol, you could modify it for your purposes. If you know the Python language, you can understand the code easily.

说明：  基于LIDC数据集的肺结节检测算法，用于识别肺部ct图像中的肺结节(Pulmonary Nodule Detection Based on LIDC Data Set)