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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.

Fast, Declarative, Reproducible, and Composable Developer Environments using Nix

Tooling for optimized, validated, and reproducible GPU-accelerated AI runtime in Kubernetes

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.

Reproducible Docker/vLLM deployment, tuning, and benchmarks for DeepSeek V4.1 Flash on a switchless three-node or four-node DGX Spark fabric.

Open-source Python library for reproducible deep learning in neuroimaging

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.

R for Reproducible Scientific Analysis

Reproducible, static, curl binaries for Linux, macOS and Windows

reproducible, snapshot-based Debian rootfs builder

Codabench is a flexible, easy-to-use and reproducible benchmarking platform. Check our paper: https://hubs.li/Q01fwRWB0

reproducible data setup for reproducible science

A curated list of reproducible research case studies, projects, tutorials, and media

Reproducible Central: rebuild instructions for artifacts published to (Maven) Central Repository

📦 CMake's missing package manager. A small CMake script for setup-free, cross-platform, reproducible dependency management.

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.

Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

Independent verification of binary packages - Reproducible Builds

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

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.

Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models (CRFM) at Stanford for holistic, reproducible and transparent evaluation of foundation models, including large language models (LLMs) and multimodal models.

The fastest automatic differentiation library for C++, with Python bindings. Forward, adjoint and higher-order derivatives, checkpointing, Eigen support and JIT. Reproducible benchmarks against CppAD, Adept and autodiff.

RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.

Terraform for web3. Reproducible deployments and secure operations for Bitcoin, Ethereum and Solana.

A production-ready Python development environment template using modern tools: uv for blazing-fast package management, Ruff for lightning-fast linting and formatting, ty for fast and reliable type checking, and VSCode Dev Containers for reproducible development environments.

An experiment in hermetic, reproducible build systems

Safe, stable, reproducible projects 📦

Autonomous research network on Bittensor subnet 100, turning reproducible AI research into shared knowledge.

A platform for reproducible world model research and evaluation