仓库/Skill 库

Bartosz Milewski《Category Theory for Programmers》非官方 PDF 和 LaTeX 源码Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

使用 LaTeX 撰写研究论文的技巧Tips for Writing a Research Paper using LaTeX

使用 LaTeX 撰写科学论文的最佳实践与技巧，图形由 Python 或 Matlab 生成Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

帮助初学者轻松上手 LaTeX 的简明入门指南。📜 Brief Intro to LaTeX for beginners that helps you use LaTeX with ease.

伊利诺伊大学的开源系统编程入门教材。Open Source Introductory Systems Programming Textbook for the University of Illinois

《构筑大语言模型应用：应用开发与架构设计》一本关于 LLM 在真实世界应用的开源电子书，介绍了大语言模型的基础知识和应用，以及如何构建自己的模型。其中包括Prompt的编写、开发和管理，探索最好的大语言模型能带来什么，以及LLM应用开发的模式和架构设计。

www.flydean.com 的源码，AIGC,人工智能,JAVA,前端全领域覆盖,定期分享学习心得和经验,帮助大家少走弯路。觉得有帮助的话,给我点个star吧!

Anthropics/skills中文学习版本 来自：https://github.com/anthropics/skills

"Humanizer" 规则集，让 AI 文本更锐利、具备 genre 感知能力，包含具体锚点与 self-auditing 工作流"Humanizer" rules that make AI text sharper, genre-aware, with concrete anchors and self-auditing workflow

使用 AI 的系统文献综述（SLR）借助人工智能技术，自动加速海量学术文献的审阅与综合过程Systematic Literature Review (SLR) using AI involves leveraging artificial intelligence techniques to automate and expedite the process of reviewing and synthesizing large volumes of scholarly literature.

Obsidian.md 是一款专为学术写作打造的出色笔记应用。本仓库是"使用 AI 进行系统文献综述"研讨会活动的组成部分。Obsidian.md stands out as an exceptional note-taking application tailored specifically for academic writing. This repository is part of the activities for the Systematic Literature Review using AI workshop.

本课程涵盖从初始想法到正式学术写作的开发流程与实现要点。学生将学习如何转化与消化文献综述，从而凝练出拟定的研究题目。This course will cover the fundamental steps and implementation on developing the initial ideas to formal academic writing accordingly. Students will be given the mechanisms on how to transform and digest the literature reviews that leads to the proposed title.

走向可复现研究的初步步骤（极简教程）Initial steps toward reproducible research (a minimal tutorial)

McMaster 大学地球、环境与社会学院开设的研究生课程 GEOG 712 Reproducible Research Workflow with GitHub and R 的笔记与资源。Notes and resources for graduate course GEOG 712 Reproducible Research Workflow with GitHub and R offered by the School of Earth, Environment and Society at McMaster University

在研究全球干旱状况的同时实践可复现研究方法的项目A project to practice reproducible research practices while studying the state of drought around the world

介绍 𝜑-calculus 的原始论文，EO 编程语言以此为基础。The original paper introducing the 𝜑-calculus, on which the EO programming language is based

"通过可复用代码实现可复现研究" 研讨会课程材料Lesson material for Reproducible research through reusable code workshop

通过真实工作流学习实践可复现研究的 R 开放教材An open educational textbook for learning reproducible research in R through practical, real-world workflows.

CPI（消费者价格指数）与工资差距趋势的统计分析，结合数据探索、可视化与基于 R 的计量经济学方法，附有既有研究综述与可复现的工作流以便扩展分析。Statistical analysis of CPI (Consumer Price Index) and wage disparity trends, combining data exploration, visualization, and R-based econometric methods. Includes a review of prior research and a reproducible workflow for extending the analysis.

学习时记录的笔记素材。Materi yang dicatatkan saat belajar

俄勒冈州立大学研究生课程 Scientific Writing 的教学材料。Teaching materials for Scientific Writing, a graduate course at Oregon State University

The Research Mind R Course 2026 涵盖 R 编程基础、统计分析与可视化。学习搭建 R 环境、编写函数、组织项目、执行检验（T-test、ANOVA）以及绘制图表。适合 data science 和 bioinformatics 方向。通过克隆仓库并浏览各课时即可开始。The Research Mind R Course 2026 covers R programming basics, statistical analysis, and visualization. Learn to set up R, write functions, organize projects, perform tests (T-test, ANOVA), and create plots. Ideal for data science and bioinformatics. Get started by cloning the repository and exploring the sessions.

📊 通过交互式 Jupyter Notebook 探索 A/B testing 与关键统计概念，支持动手实践与实际数据分析。📊 Explore A/B testing and key statistics concepts with an interactive Jupyter Notebook for hands-on learning and practical data analysis.

中文技术与学术写作规范：控制重复限定、跨层级复述、修改痕迹、否定性冗余和难读句

配套仓库：指数族模型主动感知文献综述Companion repository to a literature review on active sensing with exponential family models

本仓库用于存放系统综述 "Colour, Congruence, and Customisation: A Systematic Review of Purchase Intention in Online Fashion Retail" 的全部补充材料This repository is responsible for holding all the additional materials related to the systematic literature review titled: "Colour, Congruence, and Customisation: A Systematic Review of Purchase Intention in Online Fashion Retail"

《从原始数据到完稿论文：构建可复现研究流水线》演讲幻灯片，用于 WHU - Otto Beisheim School of Management 博士迎新周。Slides for 'From Raw Data to Finished Paper: Building a Reproducible Research Pipeline', a Doctoral Orientation Week session at WHU - Otto Beisheim School of Management.

算数量子力学的可复现研究实验记录。Reproducible research lab book for arithmetic quantum mechanics

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.

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