Trilhas de estudo de Ciência de Dados derivadas das aulas da Profa. Cibele Russo (ICMC/USP)
Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.
[NeurIPS 2026] Safety failures in coding agents and frontier LLMs. Reproducible workspaces for studying when AI agents generate unsafe data during task completion.
Production-grade C++ edge AI engine for video analytics and on-device VLM across Sophon, Rockchip RKNN, and x86, with visual orchestration, real-time OSD, events, and reproducible benchmarks.
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux.
Say It Simply, Test It Properly. Agent-powered strategy research with independent ledger checks and reproducible reports.
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.
Native R and Python sample-deletion robustness for omics: candidate certificates, minimum deletion bounds, Bioconductor model refits and donor-level pseudobulk
Claude re-derived a published one-loop quantum gravity calculation step by step: 18 tasks, 183 pages of derivations, 38 reproducible checks. It found a sign error and a missing term; the physical conclusion survived.
FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.
Reproducibility materials for reliability-aware tennis groundstroke profiling from monocular 3D human recovery
TEIN AI: the final glossy facial-performance mask workflow, with animated examples and reproducible setup.
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
Autonomous five-seat AI science rig: reproducible exoplanet transit detection on NASA Exoplanet Archive data, with Solana mainnet provenance anchoring.
Research and reproducible firmware tools for Sony A7C II (ILCE-7CM2).
AI data analyst for transparent, reproducible analysis. Works step by step in Python, verifies the evidence behind its reports, and supports a wide selection of models, including local open-weight models.
A workflow language for data-driven computational pipelines
An elegant and beautiful premium Android app manager with Root and Shizuku support, a built-in terminal, analytics, virustotal, debloat, stats and various other features with a custom theme engine, developed with purely custom UI design and reproducible build.
Sionna: An Open-Source Library for Research on Communication Systems
The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run
AI multi-agent tool that turns research papers into cited commercialization and tech-transfer assessments: TRL, patent landscape, market and risks. CrewAI + FastAPI, with a reproducible benchmark.
r0crawl_skills is a massive reverse-engineering skill arsenal for web, Android, iOS, Frida, native binaries, protocols, malware, firmware, and anti-analysis—built for beginners, tuned for pros, and engineered for reproducible results.
Agentic quant research workbench with CSV data inspection, local Codex and compatible APIs, predictive models, independent reviews, and reproducible backtests.
Fast, Keycloak-compatible IAM with DPoP and CIBA
Dev environments for numerous languages based on Nix flakes [maintainer=@lucperkins]
🎡 Build Python wheels for all the platforms with minimal configuration.
A ready-to-fork Claude Code template for academics using LaTeX/Beamer + R. Multi-agent review, quality gates, adversarial QA, and replication protocols.
Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.
Executable, measurable, and reproducible AI4AI toward recursive self-improvement. Home of OpenMLE and Frontis-MA1.
fMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.
FPF (First Principles Framework) Library: a library of methods and pattern languages for engineering, research, management and human development, used by people and AI agents. Includes FPF Core, domain frameworks (DPFs) and Suites.
Classic grid bot: Extended / RISEx / Decibel / N1 / Phoenix
Trace changed experiment results to the numbers, claims and figures in your LaTeX paper. Offline bilingual review, safe numeric patches and read-only MCP tools.
ReviewBench is an open, reproducible benchmark for evaluating AI code review systems on real-world pull requests.
Experimental Mesa/PanVK for Mali-G720 on Android Kbase/CSF — native Vulkan driver research, public beta builds and reproducible source provenance.
An installable Hermes Agent plugin pack for AI power users: unified provider quotas, stalled-tool control, reasoning and iteration budgets, session appearance, pinning, scrolling, opaque composition, memory review, and RSS Reader. Reproducible SHA-pinned plugins for Hermes desktop and CLI workflows.
TokenMe is a menu bar app that tracks token usage, spend, and remaining quota across all your AI coding tools, so you stop checking each vendor's console. macOS & Windows, plus a CLI. · TokenMe 是一款菜单栏应用,把所有 AI 编程工具的 token 用量、花费和剩余额度汇到一个面板里,不用再挨个翻各家的控制台。支持 macOS 和 Windows,附带命令行工具。
Python training for business analysts and traders
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
Fast, Declarative, Reproducible, and Composable Developer Environments using Nix
📦 CMake's missing package manager. A small CMake script for setup-free, cross-platform, reproducible dependency management.
JSCAD is an open source set of modular, browser and command line tools for creating parametric 2D and 3D designs with JavaScript code. It provides a quick, precise and reproducible method for generating 3D models, and is especially useful for creating ready-to-print 3D designs.
libfaketime modifies the system time for a single application
This is the development home of the workflow management system Snakemake. For general information, see
High-performance extensible build system for reproducible multi-language builds.
Persistent AI companions on Box, powered by Pi. Simple web, durable execution, reproducible local development.
A platform for reproducible world model research and evaluation
🏕️ Reproducible development environment for humans and agents
Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
Pure and reproducible nix overlay of binary distributed rust toolchains
Hermit launches linux x86_64 programs in a special, hermetically isolated sandbox to control their execution. Hermit translates normal, nondeterministic behavior, into deterministic, repeatable behavior. This can be used for various applications, including replay-debugging, reproducible artifacts, chaos mode concurrency testing and bug analysis.
CommerceAgentBench: Benchmarking Long-Horizon Agents in High-Fidelity, Stateful, and Reproducible Replicas of Real Online Services
Presentation-Ready Data Summary and Analytic Result Tables
Anserini is a Lucene toolkit for reproducible information retrieval research