仓库/Skill 库

关于可复现 pipelines 的 capstone workshop：项目结构、环境、Make、containers 与多步 SLURM workflows。Capstone workshop on reproducible pipelines: project structure, environments, Make, containers and multi-step SLURM workflows.

Jupyter notebook 示例Example Jupyter notebook

在 Polytechnique 开设课程的相关文件（如 plan de cours）。Files related to the course given at polytechnique (eg: plan de cours)

论文《Quantifying temporal changes in the monetary value of forest cultural ecosystem services globally: a meta-analysis (2026)》的复现材料。Replication materialss for: Quantifying temporal changes in the monetary value of forest cultural ecosystem services globally: a meta-analysis (2026)

面向学术写作的研究提示词生成器A research prompt generator for academic writing

基于 PRISMA 2020 的 LLM 微调技术系统综述（2020–2025）— 84 项研究，涵盖 LoRA/QLoRA/RLHF/DPO，本科毕业论文（PUCE）。PRISMA 2020 systematic review of LLM fine-tuning techniques (2020-2025) - 84 studies, LoRA/QLoRA/RLHF/DPO, undergraduate thesis (PUCE).

學術註解格式管理工具 - Deployed by EZPage

与 VM 医学院联合开发的开源生物统计与临床研究工具包，为研究者提供免费的 SPSS 替代方案，支持统计分析及自动化报告生成。Open-source biostatistics and clinical research toolkit being developed with VM Medical College to provide researchers with a free SPSS alternative for statistical analysis and automated report generation.

Quarto 文档模板：符合英国文档标准的简洁专业 PDF 与 HTML 输出Quarto document template: clean professional PDF and HTML output per UK document standards

只读型 Hyperliquid SP500 反转扫描器，配套 Discord 告警与可复现研究工具Read-only Hyperliquid SP500 reversal scanner with Discord alerts and reproducible research tooling.

Oaks Academy Compass 协助学生将研究问题转化为严谨、可辩护的成果，从选题到论文（dissertation/thesis）答辩提供全流程指导，覆盖社会科学、人文、管理、公共卫生与护理等多个领域。Oaks Academy Compass provides assistance to students seeking to convert research questions into rigorous, defensible work. A wholistic guide is offered from topic selection to dissertation, thesis and projects defense. Our support system cuts across diverse fields consisting of social sciences, humanities, management, public health and nursing

面向生命科学研究的系统综述、证据综合与 meta 分析平台。Systematic review, evidence-synthesis and meta-analysis platform for life-sciences research.

学术研究引用管理与论文工具——即时获取洞察，不打断你的专注。立即下载，5 分钟内即可上手运行。Academic Research Citation Manager And Paper — instant insights without breaking your focus. Download now and be running in under 5 minutes.

可复现的系统文献综述流水线：检索、去重、筛选、PDF 下载、提取、PRISMA 2020 图表生成以及 BibTeX/RIS 导出。Reproducible systematic literature review pipeline: search, dedup, screen, PDF download, extraction, PRISMA 2020 figures, and BibTeX/RIS export.

通过 GNOME Shell 扩展为桌面添加细腻的纸张质感纹理叠加层，缓解用眼疲劳，方便阅读与编码。Reduce eye strain with a GNOME Shell extension that adds a subtle paper-like texture overlay to your desktop for easier reading and coding

Markdown 学术写作工作流：一篇以 Markdown 纯文本示例论文阐述写作流程，同时作为学习与脚手架项目。Markdown Academic Writing Workflow, an example paper talking about the writing workflow with Markdown plain text file, served as a learning and a scaffolding project at the same time.

关于备灾基础设施、离线连接、开源硬件与分布式制造的持续陪伴式资料：框架、案例研究、扩展文献综述与建议。Living companion on preparedness infrastructure, offline connectivity, open hardware, and distributed manufacturing: framework, case studies, extended literature review, and recommendations.

MetaWorld Research Academy——meta 分析工具平台。MetaWorld Research Academy - meta-analysis tools platform

289 项随机胶质母细胞瘤/HGG 临床试验中的客观神经认知终点。可复现的 R pipeline、Firth 惩罚回归、发表级图表与稿件。Objective neurocognitive endpoints in 289 randomized glioblastoma/HGG trials. Reproducible R pipeline, Firth penalized regression, publication figures and manuscript.

Persian IEEE LaTeX 文章模板，集成 GitHub Actions CI/CD。Persian IEEE LaTeX article template with GitHub Actions CI/CD.

多阶段现代控制项目：非等温 CSTR 反应器的建模、分析与控制Multi-phase modern control project: modelling, analysis, and control of a non-isothermal CSTR reactor.

精选 LaTeX 实验报告，展示实验分析与科学写作。Selected LaTeX laboratory reports demonstrating experimental analysis and scientific writing

开源 Python CGE 建模框架，扩展自 Fung & Burtwistle 的 PyCGE 及 Hosoe–Gasawa–Hashimoto 教材模型，包含 CAMCGE 与 IFPRI 实现。面向政策模拟、教学、复现与可重复研究；"-Core" 遵循 OG-Core 的示例约定。Open-source Python framework for CGE modelling, extending PyCGE by Fung & Burtwistle and the Hosoe–Gasawa–Hashimoto textbook models, with CAMCGE and IFPRI implementations. Built for policy simulation, teaching, replication and reproducible research; “-Core” follows the convention exemplified by OG-Core.

UC Berkeley 课程 EDUC 209（Academic Writing Support Group）的教学大纲模板与资源。该课程我开设多年，部分同行觉得有用，现以 Markdown 文件公开，便于导入 Google Docs、转换为 HTML 或跨平台编辑使用。Syllabus template and resources for my longstanding UC Berkeley course EDUC 209: Academic Writing Support Group. Some colleagues have found these useful, so here they are rendered from simple Markdown files: a human-readable filetype that you can import into Google Docs, convert into HTML files, or otherwise edit and use across various platforms.

用于实证金融研究的 Python 流水线，集成数据获取、统计分析、尾部风险分析与投资组合构建。A Python pipeline for empirical financial research, integrating data acquisition, statistical analysis, tail risk analytics, and portfolio construction.

本文件夹包含一系列研究问题及用于回答这些问题的 Python 实验。This folder contains a series of research questions and Python experiments designed to answer those questions.