Anhui University of Technology

公开项目主要围绕教育数据挖掘、机器学习实验、学习分析系统、本地优先桌面应用和开发工具展开。仓库内容包括可复现实验、竞赛方案、学习笔记与完整应用系统。

Public repositories here focus on educational data mining, machine learning experiments, learning analytics systems, local-first desktop applications, and developer tools.

GitHub Profile

基于 OULAD 的学习风险研究与教师审核实验台，使用日级时序模型评估学习结局与动态退课风险，并通过双路 RAG 串联证据检索、来源追踪和人工审核。

A learning-risk research workbench built on OULAD, combining daily temporal modeling, dual-path RAG, evidence tracing, and teacher review.

NVIDIA Nemotron Model Reasoning Challenge 的 Kaggle 银牌方案，围绕 Nemotron-3-Nano-30B 的 rank-32 LoRA SFT、CoT 样本构造、适配器实验和最终 Private LB #167 结果展开。

A silver-medal Kaggle reasoning solution built around LoRA fine-tuning, adapter experiments, and submission automation.

深度学习中文学习笔记与 PyTorch 实验仓库，覆盖 MNIST、CIFAR-10 ResNet、字符级 Transformer、子词级 GPT，以及基于 Qwen2.5-0.5B-Instruct 的 LoRA/SFT 领域助教实验。

Structured deep learning notes and experiments from CNNs to small LLM fine-tuning workflows.

强化学习中文学习笔记与可复现实验仓库，覆盖动态规划、表格方法、DQN、策略梯度、PPO、SAC 与安全强化学习专题。每条实验线保留运行入口、结果图和摘要说明。

Reproducible reinforcement learning notes and experiments across classic and deep RL methods.

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。

Modern control theory notes and numerical experiments with Python and MATLAB tracks.

面向高校教学场景的学习分析与学情画像平台，将课程活动、作答事件、知识追踪、风险预测和学习计划组织为可追溯的异步闭环，并提供四角色交互演示。

A higher-education learning analytics platform with traceable asynchronous workflows, risk intervention, and an interactive four-role showcase.

日序是一款面向 Android 与 Windows 的本地优先待办、日历和备忘应用，支持无账号本地模式、账号跨端同步、应用内更新和 OpenHarmony 适配工程。

A local-first todo, calendar, and memo application for Android and Windows with optional cross-device sync and in-app updates.

萤火集桌面端是面向个人学习记录、复盘和规划的本地优先应用。系统使用 Vue、Tauri、Rust 和 SQLite 构建，覆盖每日记录、专注计时、统计分析、阶段管理和本地数据助手。

A local-first desktop application for study tracking, review, planning, focus sessions, analytics, and local-data assistance.

基于 Django 与 Vue 的大创项目管理平台，覆盖申报、审核、立项发布、数据中心、任务中心和统计驾驶舱。仓库保留脱敏截图、测试、数据库结构和本地验证命令。

A Django and Vue project management platform for full-cycle student innovation project workflows.

• kaggle-birdclef-plus-2026：面向 BirdCLEF+ 2026 的 CPU 可运行生物声学物种识别流程。 / CPU-ready bioacoustic species recognition pipeline.
• kaggle-orbit-wars：Kaggle Orbit Wars 确定性对局评估、回放分析、安全 Agent 打包与竞赛复盘工具。 / Deterministic match evaluation, replay analysis, safe agent packaging, and competition retrospective toolkit for Kaggle Orbit Wars.
• kaggle-playground-s6e4：面向 Kaggle Playground S6E4 的灌溉需求表格集成流程。 / Tabular ensemble pipeline for irrigation-need classification.
• kaggle-titanic：Titanic 生存预测入门笔记本，包含 EDA 与决策树基线。 / Starter Titanic notebooks with EDA and a decision-tree baseline.

• 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, prediction, and AI-assisted review planning.

• codex-plugin-unlocker：Windows 版 Codex Desktop 插件入口修复工具。 / Windows utility for restoring Codex Desktop plugin entry points.
• copy-algo-problems：面向 Chromium 浏览器的算法题面 Markdown 复制扩展。 / Chromium extension for copying programming problem statements as Markdown.
• leetcode-copy-script：LeetCode 与力扣题面 Markdown 复制用户脚本。 / Tampermonkey userscript for copying LeetCode problem statements as Markdown.

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