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@ExperQuick

ExperQuick

ExperQuick is a initiative that transforms the way researchers manage experiments. We provide frameworks, tools, and shared best practices so y

ExperQuick — Open Infrastructure for Scientific Research

ExperQuick is an open-source initiative enabling transparent, scalable, and collaborative scientific experimentation. Build, manage, and reproduce research workflows with ease.

🌍 Our Mission

To provide easy interface to research and/or experimental mess.

To make researchers and R&D section focus more on decision making rather than managing codes/ experimental-configs their atifacts etc.


🚀 What We Do

Research often feels like a maze of scattered experiments, disconnected code versions, and inconsistent results.

ExperQuick brings clarity with integrated workflows, ensuring reproducibility and making collaboration effortless.

Core Goals:

  • 🧩 Streamline Experiment Workflows — manage code, data, and results in harmony.
  • 🧠 Guarantee Reproducibility — every run is traceable and regenerable.
  • 🤝 Empower Collaboration — share results and configurations seamlessly.
  • ⚙️ Support Any Domain — from AI and data science to computational chemistry and quantitative analysis.

🧰 Our Tools

  • LwFlow: A lightweight, domain-agnostic framework for managing experiments and workflows.
  • PyTorchLabFlow: LwFlow with Deep learning plug-in. It is under development but you can access a limited version at BBEK-Anand/PyTorchLabFlow

🧑‍🔬 How to Contribute

ExperQuick is open to everyone — from students to research labs.

You can contribute by:

  • Improving documentation
  • Building plugins or integrations
  • Adding examples and reproducible workflows
  • Participating in discussions and proposals

Check out our Contributing Guide for details.


🌟 Vision

We believe the future of science is open, modular, and reproducible. By building the infrastructure once — and sharing it widely — we amplify discovery for everyone.


🔗 Connect With Us


© 2025 ExperQuick — Open, transparent, and collaborative research infrastructure for the next era of science.

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