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Welcome to the Machine Gnostics Community!

We’re excited to connect with fellow data enthusiasts, researchers, and learners. Whether you have a question, want to collaborate, or just want to say hello, we’d love to hear from you!


Why Connect with Us?

  • Join our Community: Get access to exclusive tutorials, early updates, and community discussions.
  • Collaborate: Interested in contributing or partnering? Let’s work together on innovative projects.
  • Stay Updated: Subscribe to our newsletter for the latest research, features, and events.

How You Can Contribute

Share your feedback and suggestions, report bugs or request features on GitHub, write tutorials or share your use-cases, or help answer questions in our Discord or LinkedIn groups. Every contribution helps us grow!


Community Spotlight

Biweekly, we publish informative articles that break down Machine Gnostics concepts and share them with the data science and research community. We are also open to writing collaborations and new ideas—if you’d like to contribute or suggest a topic, let us know!


Have a Question or Idea?

No question is too small! We’re here to help and learn together. Use the forms below or connect with us on social media.


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Contact Information

Primary Contact:

Dr. Nirmal Parmar
📧 info.machinegnostics@gmail.com

Community & Social:
Discord  |  LinkedIn  |  GitHub


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We appreciate your interest in Machine Gnostics and look forward to collaborating with researchers, developers, and practitioners passionate about robust and interpretable machine learning.

Let's build the future of data science together!