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galaxywk223/README.md

Wang Kai / galaxywk223

Anhui University of Technology

中文档案:该主页整理公开项目中的技术学习、工程实践、数据科学、控制优化和应用系统记录。

English profile: This profile organizes public projects across technical study, engineering practice, data science, control and optimization, and application systems.

GitHub Profile

Technical Stack / 技术栈概览

Area Stack / Topics
Programming Languages Python, C++, Java, TypeScript, JavaScript, C#, C, Dart
Machine Learning and Data Science PyTorch, tabular modeling, audio classification, Kaggle, notebooks, experiments
Control and Optimization model predictive control, robust optimization, building control, battery arbitrage
Application Development Spring Boot, Vue, Flutter, Tauri, WPF, Qt, SDL2, SQLite, MySQL
Developer Tooling browser extensions, userscripts, Markdown tooling, Windows utilities

Focus Areas / 方向聚焦

  • Control, optimization, and deployable evaluation workflows.
  • Machine learning experiments, Kaggle pipelines, and reproducible study repositories.
  • Local-first productivity tools, learning analytics systems, and desktop applications.
  • Course projects covering backend systems, desktop software, network programming, algorithms, and data structures.
  • Developer utilities for browser workflows, coding assistants, and algorithm problem collection.

Project Map / 项目地图

Control, Optimization, and Research Prototypes

Project CN EN Stack / Topics
contract-aware-rh-control-benchmark 面向可部署滚动时域控制评估的契约感知基准。 Contract-aware benchmark for deployable receding-horizon control evaluation. Python, battery-arbitrage, benchmark, BOPTEST, building-control, model-predictive-control
ordered-shift-policy-selection 面向有序分布偏移策略选择的可解释阈值与区间选择器。 Interpretable threshold and interval selectors for ordered-shift policy selection. Python, BOPTEST, model-predictive-control, deployment-shift, policy-selection
robust-battery-mpc 面向电价预测的退化感知鲁棒电池套利 MPC。 Degradation-aware robust MPC for battery arbitrage under electricity price forecasts. Python, battery-arbitrage, electricity-price-forecasting, model-predictive-control, robust-optimization
ModernControlTheory-Study-and-Experiments 现代控制理论主干学习线与配套数值实验,覆盖状态空间、稳定性、可控可观、观测器、最优控制、采样控制与鲁棒控制。 Study notes and numerical experiments for modern control theory, including state space, stability, observability, optimal control, sampled-data control, and robust control. Python, MATLAB, control-theory, modern-control, robust-control, LQR, observer

Machine Learning, Data Science, and Kaggle

Project CN EN Stack / Topics
kaggle-birdclef-plus-2026 面向 Kaggle BirdCLEF+ 2026 的 CPU 可运行生物声学物种识别流程。 CPU-ready bioacoustic species recognition pipeline for Kaggle BirdCLEF+ 2026. Python, PyTorch, audio-classification, bioacoustics, mel-spectrogram, multilabel-classification
kaggle-playground-s6e4 面向 Kaggle Playground S6E4 灌溉需求分类的表格集成流程。 Tabular ensemble pipeline for Kaggle Playground S6E4 irrigation-need classification. Python, CatBoost, LightGBM, XGBoost, tabular-classification, ensemble-learning
kaggle-titanic Kaggle Titanic 生存预测入门笔记本,包含 EDA 与决策树基线。 Starter notebooks for Kaggle Titanic survival prediction with EDA and a decision-tree baseline. Jupyter Notebook, Python, Kaggle, classification, decision-tree
DeepLearning-Study-and-Experiments 深度学习中文学习笔记与 PyTorch 实验仓库,涵盖 MNIST、CIFAR-10、字符级 Transformer 与子词级 GPT 等主线。 Chinese deep learning notes and PyTorch experiments covering MNIST, CIFAR-10, character-level Transformer, and subword GPT tracks. Python, PyTorch, CNN, computer-vision, transformer, language-modeling
ReinforcementLearning-Study-and-Experiments 强化学习中文学习笔记与可复现实验仓库,涵盖 Q-Learning、SARSA、Monte Carlo Control 及 FrozenLake、CliffWalking、Blackjack 示例。 Chinese reinforcement learning notes and reproducible experiments covering Q-Learning, SARSA, Monte Carlo Control, FrozenLake, CliffWalking, and Blackjack. Python, Gymnasium, Q-Learning, SARSA, Monte Carlo, tabular-RL

Learning Analytics and Personal Productivity

Project CN EN Stack / Topics
yinghuoji-desktop 萤火集桌面端独立仓库,面向单用户、本地优先的学习记录与分析。 Desktop repository for Yinghuoji, a single-user local-first study tracking and analytics application. Vue, Tauri, Rust, SQLite, focus-timer, learning-analytics
learning-analytics-system 围绕学习记录、专注、数据分析、预测与 AI 复盘规划构建的个人学习分析系统。 Personal learning analytics system for study records, focus tracking, data analysis, prediction, and AI-assisted review planning. Python, Flask, Vue, data-visualization, focus-timer, AI-assistant
my-learning-logger 萤火集早期 Flask Web 实现,面向学习记录、阶段管理、统计分析与个人复盘。 Early Flask web implementation of Yinghuoji for study logging, stage management, analytics, and personal review. Python, Flask, PostgreSQL, Docker, learning-analytics, legacy
todo-app 面向日常任务管理的 Flutter 待办清单应用,支持本地持久化、主题切换和 OpenHarmony 适配。 Flutter todo application for daily task management with local persistence, theme switching, and OpenHarmony adaptation. Flutter, Dart, Android, Isar, Material 3, OpenHarmony

Developer Tools and Browser Utilities

Project CN EN Stack / Topics
codex-plugin-unlocker Windows 版 Codex Desktop 插件入口修复工具,用于在 API Key 模式下恢复插件侧边栏入口和安装按钮可用性。 Windows utility for restoring Codex Desktop plugin sidebar entry points and install buttons in API key mode. Python, Windows, Codex Desktop, developer-tools, launcher
copy-algo-problems 面向 Chromium 浏览器的算法题面 Markdown 复制扩展,支持 LeetCode、Codeforces 和蓝桥云课。 Chromium extension for copying algorithm problem statements as Markdown from LeetCode, Codeforces, and Lanqiao Cloud. TypeScript, browser-extension, Chrome extension, Edge extension, Markdown
leetcode-copy-script 用于在 LeetCode 与力扣题目页一键复制 Markdown 题面的 Tampermonkey 用户脚本。 Tampermonkey userscript for one-click Markdown copying from LeetCode and LeetCode China problem pages. JavaScript, Tampermonkey, userscript, LeetCode, Markdown

Application and Course Projects

Project CN EN Stack / Topics
library-management-system 基于 Spring Boot 3 与 Vue 3 的图书管理系统课程设计,覆盖图书编目、读者管理、借阅归还、罚款、采购入库和统计看板。 Course project library management system using Spring Boot 3 and Vue 3, covering cataloging, readers, circulation, fines, purchasing, and dashboards. Java, Spring Boot, Vue, TypeScript, MySQL, MyBatis-Plus
shopping-platform 基于 Spring Boot 3 与 Vue 3 的在线购物系统课程设计,覆盖商品浏览、购物车、订单支付、库存扣减和后台管理。 Course project online shopping platform using Spring Boot 3 and Vue 3, covering products, carts, orders, payment flow, inventory, and admin management. Java, Spring Boot, Vue, TypeScript, MySQL, JWT
attendance-system 基于 .NET 8 WPF 与 SQLite 的学员考勤管理系统课程设计,覆盖排课、签到、请假、补签、审批和统计报表。 Course project attendance management system using .NET 8 WPF and SQLite, covering scheduling, check-in, leave, correction, approval, and reporting. C#, .NET, WPF, SQLite, Entity Framework, desktop-app
chatroom Linux 课程设计项目:基于 C++20、POSIX socket 与 pthread 的多用户命令行聊天室,支持注册登录、群聊私聊、历史消息、文件传输和管理员功能。 Linux course project command-line chatroom using C++20, POSIX sockets, and pthread, with account, group chat, direct message, history, file transfer, and admin features. C++, CMake, Linux, POSIX sockets, pthread, TCP
gomoku 基于 C++20 与 Qt 6 的五子棋桌面游戏课程设计,支持双人对战、人机对战、存档回放、主题切换和统计。 Course project Gomoku desktop game using C++20 and Qt 6, with two-player mode, human-computer mode, saves, replay, themes, and statistics. C++, Qt, CMake, desktop-game, AI
tank-battle 基于 C++20 与 SDL2 的坦克大战游戏课程设计,包含关卡、敌人 AI、道具、碰撞检测、基地保护和排行榜。 Course project tank battle game using C++20 and SDL2, including levels, enemy AI, items, collision detection, base defense, and leaderboard. C++, SDL2, CMake, desktop-game, game-development
animated-maze 数据结构课程设计项目:基于 C++20 与 Qt 6 的迷宫生成与寻路可视化系统,支持 DFS/BFS 动画演示和路径对比。 Data structures course project for maze generation and pathfinding visualization using C++20 and Qt 6, with DFS/BFS animation and path comparison. C++, Qt, CMake, DFS, BFS, pathfinding
big-integer-multiply 基于 C++20 的大数相乘数据结构课程设计,实现分块存储、朴素乘法和 Karatsuba 乘法。 Data structures course project for big integer multiplication using C++20, with block storage, naive multiplication, and Karatsuba multiplication. C++, CMake, big-integer, Karatsuba, data-structures
c-address-book 基于 C 语言的控制台通讯录管理系统课程设计,支持 CSV 存储、导入导出、回收站、备份恢复和数据校验。 C course project console address book with CSV storage, import/export, recycle bin, backup recovery, and data validation. C, CMake, console-app, CSV, address-book

Repository Policy / 仓库展示边界

  • Public source repositories are listed as the profile project surface.
  • Public forks are not included in the project map.
  • Private repositories, local paths, and unverified contact channels are not listed.

Popular repositories Loading

  1. codex-plugin-unlocker codex-plugin-unlocker Public

    Windows 版 Codex Desktop 插件入口修复工具,用于在 API Key 模式下恢复插件侧边栏入口和安装按钮可用性。

    Python 1

  2. library-management-system library-management-system Public

    基于 Spring Boot 3 与 Vue 3 的图书管理系统课程设计,覆盖图书编目、读者管理、借阅归还、罚款、采购入库和统计看板。

    Java 1

  3. attendance-system attendance-system Public

    基于 .NET 8 WPF 与 SQLite 的学员考勤管理系统课程设计,覆盖排课、签到、请假、补签、审批和统计报表。

    C# 1

  4. my-learning-logger my-learning-logger Public

    萤火集早期 Flask Web 实现,面向学习记录、阶段管理、统计分析与个人复盘。

    Python

  5. learning-analytics-system learning-analytics-system Public

    一个围绕学习记录、专注、数据分析、预测与 AI 复盘规划构建的个人学习分析系统

    Python

  6. ModernControlTheory-Study-and-Experiments ModernControlTheory-Study-and-Experiments Public

    现代控制理论主干学习线与配套数值实验,覆盖状态空间、稳定性、可控可观、观测器、最优控制、采样控制与鲁棒控制

    Python