学术写作

109 pmpk20/Forest_CES_MetaAnalysis 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) 研究执行 实验与代码复现 Meta 分析与证据综合 工程化 R 0 ★ 110 Ommac/VM-WIT-STATS 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. 研究执行 数据与统计分析 工程化 Python 0 ★ 111 obafgkm42/hyperliquid-sp500-reversal-scanner 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. 研究执行 实验与代码复现 工程化 Python 0 ★ 112 NullLabTests/AlgoLab Autonomous AI Algorithm Discovery Laboratory：一个有边界、可复现的研究平台，在固定算力预算下提出、实现、测试、拒绝、改进并报告 AI 系统的候选改进方案。Autonomous AI Algorithm Discovery Laboratory: a bounded, reproducible research platform that proposes, implements, tests, rejects, refines, and reports candidate improvements to AI systems under a fixed compute budget. 研究执行 实验与代码复现 Agent 智能体 Python 0 ★ 113 NoeFlandre/distill-abm 可复现的研究流水线：将基于 Agent 的模型产出转化为有证据支撑的 LLM 高管报告。A reproducible research pipeline for converting agent-based model artifacts into evidence-backed LLM executive reports. 研究执行 实验与代码复现 Agent 智能体 Python 0 ★ 114 niujuxin/opencode-expert 将 OpenCode 转变为可复现的研究工具Turn OpenCode into a reproducible research instrument. 研究执行 实验与代码复现 Agent 智能体 0 ★ 115 neuron7x/neuron7x Yaroslav Vasylenko —— AI 系统、验证工程、可复现研究与 agentic workflows。Yaroslav Vasylenko — AI systems, verification engineering, reproducible research, and agentic workflows. 研究执行 实验与代码复现 Agent 智能体 0 ★ 116 Neuroca-Inc/vdm-provenance-helper Neuroca provenance 工具集，用于可复现的研究包、完整性清单、出版物元数据以及独立的 artifact 验证。Neuroca provenance tooling for reproducible research packages, integrity manifests, publication metadata, and independent artifact verification. 研究执行 实验与代码复现 数据与统计分析 安全与风险 Python 0 ★ 117 nataliia-buchok-da/ab-test-statistical-analysis A/B 测试结果分析，涵盖整体指标评估与精细用户分群。项目结合了变更对结账漏斗各阶段影响的研究、统计假设检验以及不同群体的关键指标评估。Analysis of A/B testing results, covering both an overall assessment of metrics and detailed user segmentation. The project combines research into the impact of changes on the stages of the checkout funnel, testing of statistical hypotheses, and evaluation of key metrics across different groups 研究执行 数据与统计分析 评测基准 Jupyter Notebook 0 ★ 118 naiem7788/FraudBench-Hybrid-A-Reproducible-Framework-for-Temporal-Bank-Fraud-Detection FraudBench-Hybrid 是一个面向时序银行欺诈检测的可复现研究框架，仓库包含数据集配置、防数据泄露的 Heavy Hybrid 集成实现、实验评估、结果、可视化分析及未来研究扩展资料FraudBench-Hybrid is a reproducible research-based framework developed for temporal bank fraud detection. This repository will include dataset configuration, leakage-controlled Heavy Hybrid ensemble implementation, experimental evaluation, results, visual analysis, and material for future research extensions. 研究执行 实验与代码复现 评测基准 Jupyter Notebook 0 ★ 119 miraflor/CGE-core 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. 研究执行 实验与代码复现 工程化 Python 0 ★ 120 miahuang77/financial-data-analysis 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. 研究执行 数据与统计分析 工程化 Jupyter Notebook 0 ★ 121 meenakshiakula231-sketch/autoresearch-multi-agent-ai 一个用于自动化文献综述、论文摘要和引文映射的多 Agent AI 系统。A multi-agent AI system for automated literature review ,paper summarization, and citation mapping. 研究执行 研究设计与方法 系统综述 引用写作 Agent 智能体 HTML 0 ★ 122 marianahu1342/QC-Paper-KB 探索由 19,846 篇量子计算论文组成的 AI 原生知识库，面向搜索、趋势分析与 LLM 友好的研究工作流Explore an AI-native knowledge base of 19,846 quantum computing papers, built for search, trend analysis, and LLM-ready research workflows 研究执行 研究设计与方法 文献检索与全文获取期刊会议与投稿 写作 RAG 检索增强 Python 0 ★ 123 Mahdi-research/scripts-used-for-the-statistical-analysis-and-figure-generation-for-OCTA-paper 本仓库包含论文《Assessment of Retinal and Choroidal Vessel Density and Nerve Fiber Layer Thickness Changes after Surgery in Intraconal Tumors》中用于统计分析与图表生成的代码。This repository contains the codes that were used for the statistical analysis and figure generation in "Assessment of Retinal and Choroidal Vessel Density and Nerve Fiber Layer Thickness Changes after Surgery in Intraconal Tumors" 研究执行 数据与统计分析 可视化写作 工程化 0 ★ 124 madebymlai/aegis 端到端系统化交易平台，覆盖可复现研究、共享行情与成交合约、投资组合回测与实盘交易。End-to-end systematic trading platform spanning reproducible research, shared market data and execution contracts, portfolio backtesting, and live trading. 研究执行 实验与代码复现 工程化 Python 0 ★ 125 littlecookie0722/wairc-2026 基于 IQ 信号、采用 STFT 频谱图、视觉模型、k-fold 训练与集成推理的多节点 RF 无人机识别可复现研究工具包。A reproducible research toolkit for multi-node RF drone identification from IQ signals using STFT spectrograms, vision models, k-fold training, and ensemble inference. 研究执行 实验与代码复现 多模态 Python 0 ★ 126 lishanishat/fitness-product-market-research 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 研究执行 数据与统计分析 系统综述 工程化 Jupyter Notebook 0 ★ 127 lindgreendavid/snowflake-evolution-lab 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 研究执行 实验与代码复现 可视化 工程化 Python 0 ★ 128 leiqiu-del/physics-informed-building-energy-transformer 基于 Transformer 架构的可复现研究原型，用于长周期建筑能耗预测，结合可微的热物理约束并支持跨建筑泛化A reproducible research prototype for long-horizon building energy forecasting using transformer architectures with differentiable thermal-physics constraints and cross-building generalization. 研究执行 实验与代码复现 工程化 Python 0 ★ 129 Kuseo-droid/research-data-analysis-python 使用 Python 对公开数据集进行探索性与统计分析，涵盖数据清洗、可视化、解读与研究报告。Exploratory and statistical analysis of a public dataset using Python, including data cleaning, visualization, interpretation, and research reporting. 研究执行 数据与统计分析 可视化 工程化 0 ★ 130 kumarmridul0-x-iitm/study_habits_academic_performance 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. 研究执行 数据与统计分析 工程化 Python 0 ★ 131 KokunoYumeto/statistika-berbasis-data-id 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. 研究执行 数据与统计分析 PDFLaTeX 工程化 TeX 0 ★ 132 KIKI-F-2003/Wind-Power-Forecasting-Datasets 两个用于短期预测研究的已处理风电数据集，包括来自中国新疆的基于 SCADA 的风电场数据集以及 DTU 的 SOLETE 风力机数据集；数据集以 CSV 格式提供，便于可复现研究。Two processed wind power datasets for short-term forecasting research, including a SCADA-based wind farm dataset from Xinjiang, China, and the SOLETE wind turbine dataset from DTU. The datasets are provided in CSV format to facilitate reproducible research. 研究执行 实验与代码复现 工程化 0 ★ 133 khunhsetms-commits/Thesis-Helper Thesis Helper：面向学术研究的自动化统计分析 Web 应用。上传数据集即可即时生成描述性统计、相关性分析、回归和 t 检验，无需编写代码。Thesis Helper: An automated statistical analysis web app for academic research. Upload your dataset and instantly generate descriptive stats, correlations, regressions, and t-tests without coding. 研究执行 数据与统计分析 工程化 Python 0 ★ 134 KevTJ/kj-project-portfolio 存储 UC Berkeley 本科阶段个人项目与个人研究的仓库，主题涵盖机器学习、统计建模与统计分析。This is a repository storing personal projects or individual research done throughout the undergrad of UC Berkeley. The topic include machine learning, statistical modeling, and statistical analysis 研究执行 数据与统计分析 工程化 Jupyter Notebook 0 ★ 135 ketandixit6307/Composio_Assignment AI 产品运营的可复现研究流水线与案例研究，包含一个自动验证产品证据声明的 Agent。"A reproducible research pipeline and case study for AI Product Operations, featuring an automated agent that verifies product evidence claims." 研究执行 实验与代码复现 Agent 智能体 HTML 0 ★ 136 kauarequena/CryptoMindAI-Open-Source-Quantitative-Research CryptoMindAI 是一个面向加密货币市场量化分析的开源研究框架，结合系统化策略、统计分析、回测、样本外验证与 AI 辅助研究；项目聚焦可复现实验与方法学稳健性，而非单纯生成交易信号CryptoMindAI is an open-source research framework for quantitative analysis of cryptocurrency markets, combining systematic strategies, statistical analysis, backtesting, out-of-sample validation and AI-assisted research. The project focuses on reproducible experimentation and methodological robustness rather than simply generating trading signals. 研究执行 数据与统计分析 工程化 0 ★ 137 Katherriv/health-insurance-statistical-analysis 使用参数与非参数检验，围绕虚构的健康保险数据集回答两个研究问题。Statistical testing using parametric and non-parametric tests to address two research questions utilizing a fictional health insurance dataset 研究执行 数据与统计分析 选题与研究问题 工程化 0 ★ 138 kabila5h/Shadow-API-scanner Shadow / Unmanaged API 的发现、分类、安全验证与可复现研究基准。Shadow / Unmanaged API discovery, classification, security validation, and reproducible research benchmarks 研究执行 实验与代码复现 评测基准 Python 0 ★ 139 K-ALOHA/cdi-policy-verification 基于反事实决策影响与验证效用的效用引导型政策验证可复现研究框架A reproducible research framework for utility guided policy verification using counterfactual decision impact and verification utility. 研究执行 实验与代码复现 评测基准 Python 0 ★ 140 jseluis/silva-networks SILVA Networks 是一个 Python 包，提供扩展的深度均衡层、定点求解器、隐式微分、结构化算子、诊断工具以及可复现研究 notebook。SILVA Networks is a Python package for extended deep equilibrium layers, fixed-point solvers, implicit differentiation, structured operators, diagnostics, and reproducible research notebooks. 研究执行 实验与代码复现 LLM 基础设施 Jupyter Notebook 0 ★ 141 jiyuanwang-afk/driftshield-fraud-rl 一个可复现的研究原型，针对漂移感知欺诈检测，采用 actor-critic 强化学习、动态特征重加权与自适应回放，应对交易分布的持续演化A reproducible research prototype for drift-aware fraud detection using actor-critic reinforcement learning, dynamic feature reweighting, and adaptive replay under evolving transaction distributions. 研究执行 实验与代码复现 安全与风险 Python 0 ★ 142 Jessi0803/carbon-aware-slo-autoscaling 可复现研究原型：面向有状态云服务的碳感知与 SLO 约束自动伸缩A reproducible research prototype for carbon-aware SLO-constrained autoscaling of stateful cloud services using synthetic workload traces, a threshold baseline, and a predictive risk-aware autoscaling policy. 研究执行 实验与代码复现 工程化 Python 0 ★ 143 jenimerlin81-hub/reproducible-research-preregistration 研究执行 实验与代码复现 工程化 Python 0 ★ 144 Jacquelinepersha/ai-cybersecurity-masterclass 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. 研究执行 实验与代码复现 安全与风险 Jupyter Notebook 0 ★