78 个 · 教程 · 学术写作
通过系统综述和患者病例场景分析识别潜在药物不良反应（ADR），包括对症状、用药史、剂量及时间线的评估，以确定可疑药物并判断所报告反应是否可能与药物相关。项目展示了基础的 Pharmacovigilance 能力identifying potential Adverse Drug Reactions through systematic review and analysis of patient case scenarios. It includes evaluation of symptoms, medication history, dosage, and timelines to determine the suspected drug and assess whether the reported reaction is potentially drug-related. The project demonstrates basic Pharmacovigilance
算数量子力学的可复现研究实验记录。Reproducible research lab book for arithmetic quantum mechanics
本仓库最初是我毕设项目的 PyTorch Lightning 模板，后来演进为包含完整项目实现本身。研究问题是地理定位如何影响遥感视觉-语言模型的训练与推理。注：仓库名称与描述可能变化。This repo originally was a PyTorch Lightning template for my thesis project. It has since evolved to contain the full project implementation itself. The research question is how geolocation influences the training and inference of vision-language models for remote sensing. Note: The repository name and description may change
简介：使用机器学习与数据挖掘技术预测学业表现。技术栈：Python、机器学习、数据科学 AI 研究实验室。教育数据挖掘文献综述、数据集采集与预处理、分类算法实现、模型性能对比、学业成功影响因素分析Description: Predict academic performance using machine learning and data mining techniques Technology: Python, Machine Learning, Data Science AI Research Lab Literature review on educational data mining Dataset collection and preprocessing Implement classification algorithms Compare model performance Analyze factors affecting student success
硕士研究项目中用于统计分析与数据可视化的 R 脚本R scripts used for statistical analysis and data visualisation in my MSc research project.
华威大学（University of Warwick）本科毕业论文：对 Compulsive Sexual Behaviour Disorder (CSBD) 心理治疗与药物干预的系统综述与 Meta 分析。My final year undergraduate research project at the University of Warwick demonstrating a systematic review and meta-analysis evaluating psychotherapeutic and pharmacological interventions for Compulsive Sexual Behaviour Disorder (CSBD)
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)
Python 包，通过 MCP、REST 与直接 Python 调用等方式，按 OHDSI 问题模板结构化研究问题。A Python package providing tools (MCP, REST, direct Python calls) for structuring research questions according to the OHDSI question templates.
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
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.
社会科学系统综述的实时操作指南Live guide for conducting a systematic review in the social sciences.
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.
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.
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.
通过实战示例学习 LaTeX，涵盖文档排版、数学公式、表格以及面向中文用户的 Beamer 演示文稿。Learn LaTeX through practical examples including document formatting, math formulas, tables, and Beamer presentations for Chinese users.
使用客户调查数据进行跑步机购买者画像统计分析，采用假设检验（t 检验、ANOVA）。Statistical analysis of treadmill purchaser profiles using hypothesis testing (t-tests, ANOVA) on customer survey data
关于宏观多细胞生物进化的可复现研究与交互式实验。Reproducible research and an interactive lab on the evolution of macroscopic multicellularity
用于系统综述与 Meta 分析的可编辑学术 HTML 演示Editable academic HTML presentation for systematic review and meta-analysis
面向初学者的研究项目，通过统计分析与线性回归探究学习习惯与学业表现之间的关系。A beginner research project investigating the relationship between study habits and academic performance using statistical analysis and linear regression.
Python 数据科学实习的战略数据探索规划项目，涵盖数据集选择、研究问题、数据清洗方法、探索性分析、统计技术、Python 工具及规划的分析流程Strategic data exploration planning project for a Data Science with Python internship, covering dataset selection, research questions, data cleaning methodology, exploratory analysis, statistical techniques, Python tools, and the planned analytical workflow.
Statistika Berbasis Data — Bahasa Indonesia (id-ID) 工作版，基于 OpenIntro Statistics 派生，包含 LaTeX 源文件、PDF 阅读器、模块化后端与 QA。Statistika Berbasis Data — edisi kerja Bahasa Indonesia (id-ID), diturunkan dari OpenIntro Statistics, dengan sumber LaTeX, pembaca PDF, backend modular, dan QA.
Jiří Lebl 所著 Basic Analysis、Notes on Diffy Qs 和 Cultivating Complex Analysis 的 Bahasa Indonesia 版本——LaTeX 源码与模块化后端。Edisi Bahasa Indonesia untuk Basic Analysis, Notes on Diffy Qs, dan Cultivating Complex Analysis karya Jiří Lebl — sumber LaTeX dan backend modular.
一篇文献综述（Quarto 书），针对依赖效应量下的贝叶斯元分析稳健方差估计，论证 Cholesky 校准修正（CCC）A literature review (Quarto book) of robust variance estimation for Bayesian meta-analysis with dependent effect sizes — the case for Cholesky Calibration Correction (CCC)
基于 GitHub Page 的 2026 年文献综述 Miscanthus 产量制图演示。Demonstration of GitHub Page with Miscanthus Yield mapping for Literature Review 2026
应用型 AI 网络安全研究实验室，涵盖机器学习威胁检测、对抗机器学习、鲁棒性、网络威胁情报、MITRE ATT&CK/ATLAS、LLM 安全与可复现研究。Applied AI Cybersecurity research labs covering machine learning threat detection, adversarial ML, robustness, cyber threat intelligence, MITRE ATT&CK/ATLAS, LLM security and reproducible research.
文献综述论文筛选器 —— 本地 Agent Skill（搜索、证据打包、验证、Excel 渲染）。云端模板为专有。Literature Review Paper Screener - local agent skill (search, evidence packaging, validation, Excel rendering). Cloud template is proprietary.
该密集型暑期课程向本科生介绍人口学及其在公共政策中的应用；学生学习生育、死亡、迁移等核心人口过程，以及人口研究方法、统计分析与人口数据分析。This intensive summer course introduces undergraduate students to the field of demography and its applications to public policy. Students learn the core demographic processes of fertility, mortality, and migration, along with demographic research methods, statistical analysis, and population data analysis.
基于 R 的线性混合模型统计分析工作流，用于科学研究数据。Statistical analysis workflow in R using linear mixed models for scientific research data.