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lattic's Projects

pid_exp_platform icon pid_exp_platform

某小组的大创项目 A PID experiment platform based on open-sourced hardware.

pid_monitor icon pid_monitor

Linux tools for monitoring processes written in bash, python, R, html and javascript

pid_realize icon pid_realize

实现PID的几种算法:积分分离,变限积分,和可选择的不完全微分、微分先行。

pidemo icon pidemo

用c++实现的树莓派智能小车项目, 集成了录音模块, 百度语音识别模块

pidkiln icon pidkiln

Kiln PID controller based on Espressif Systems ESP32 chip board with Arduino IDE.

pidmd icon pidmd

MATLAB codes for physics-informed dynamic mode decomposition (piDMD)

pidpwm icon pidpwm

PID Controller using RTOS timers, based on Brett Beauregard's blog posts

play-with-mee6 icon play-with-mee6

自動發訊息跟 Discord 機器人 MEE6 玩,賺取伺服器貨幣 Automatically play with MEE6 and earn currency

plc-web-ui icon plc-web-ui

Web user interface for PLC made with Django and PyModbus 🎰

plumdo-stock icon plumdo-stock

股票记录,使用springboot,angular,material开发

port icon port

学习Flask、RestFul API、vue.js和单元测试,模拟串口和Modbus协议,在树莓派上运行后,作为和上位机进行通信测试来用。

portfolio icon portfolio

使用MySQL PHP Laravel MVC框架 處理後端系統 製作出 會員系統/購物車/後端頁面/創作圖片並保存至資料庫 應用ajax使得伺服器工作效率提升。

potplayerpanvideo icon potplayerpanvideo

利用第三方webdav网盘,实现在potplayer播放百度、迅雷、阿里云盘视频。

ppeasy icon ppeasy

P2P传输(流媒体+P2P)SDK库,功能强大的内网穿透(UDP打洞)库,支持rtmp、hls、sip等多种协议

predicting-future-customer-credit-risk-based-on-machine-learning-algorithm icon predicting-future-customer-credit-risk-based-on-machine-learning-algorithm

利用python对3000个数据利用机器学习算法建立模型,并预测未来客户信用风险。处理数据不均衡问题时采用了SMOTE过采样以及随机过采样技术;通过相关性分析进行特征选择;建模过程中用到了Logistic回归、SVM、随机森林、GBDT四种模型,并通过网格搜索法确定最优参数;利用准确率、KS值、ROC曲线、AUC值以及lift曲线进行模型评估。

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