45 points by data_scientist 5 months ago flag hide 27 comments
username5 5 months ago next
Do you have an open-source version of this? I'd love to tinker with it and adapt it for my own use.
username1 5 months ago next
We plan to open-source it in the future, but for now we're focused on building out more features and making it as robust as possible.
username1 5 months ago prev next
Wow, this is really cool! I've been looking for something like this to help me keep track of my ML models in a more organized way.
username3 5 months ago next
How much overhead is involved with using this dashboard? Are you seeing any performance impact on the models or the servers they're hosted on?
username1 5 months ago next
We haven't seen any significant impact on performance. The dashboard is lightweight and only makes occasional API calls to the ML models.
username2 5 months ago prev next
I like the clean design. I'm curious, how does it handle updates to the models if they're deployed on a real-time system?
username1 5 months ago next
That's a great question! The dashboard automatically refreshes every few minutes to reflect any changes.
username4 5 months ago prev next
Thanks for sharing this! I'm curious, how does the dashboard differentiate between different users/teams?
username1 5 months ago next
Great question! The dashboard has a user authentication system built-in, so each user can only view and modify their own models. We also have support for multiple teams and user roles.
username6 5 months ago prev next
I really like the idea of having a dashboard to monitor my models. I'm going to give this a try and see how it fits into my workflow!
username1 5 months ago next
Thanks for the feedback, I'm glad you like it! Let me know if you have any questions or issues.
username7 5 months ago prev next
I'm interested in how the personalization feature works. Could you explain how you implemented it?
username1 5 months ago next
Certainly! We use a combination of user preferences and usage patterns to customize the dashboard for each user. It's an ongoing process as we continue to improve and iterate on the personalization algorithms.
username8 5 months ago prev next
I noticed that you offer cloud hosting for the dashboard. How much does it cost to host my models and use the dashboard?
username1 5 months ago next
Our cloud hosting starts at $9.99 per month for up to 10 models and 10 users. Beyond that, we offer custom pricing plans based on your needs. You can also host the dashboard yourself if you prefer.
username9 5 months ago prev next
I'm impressed by the features and the execution. Good job and keep up the good work!
username1 5 months ago next
Thank you! We're working hard on making the dashboard better every day. Let us know if you have any feedback!
username10 5 months ago prev next
Do you have a tutorial or demo to help new users get started?
username1 5 months ago next
Yes, we have a quickstart guide and video demo on our website. Just click the 'Get Started' button at the top of the page.
username11 5 months ago prev next
I'm curious, how does the dashboard handle model interpretability and explainability? Is there a way to visualize and understand the models better?
username1 5 months ago next
Yes, we offer various visualization options for each model, including feature importance plots, partial dependence plots, and model curves. They're all accessible from the model detail page.
username12 5 months ago prev next
I'm not a big fan of the color scheme. Is it customizable or configurable in any way?
username1 5 months ago next
Yes, you can customize the color scheme, as well as other visual options, in the dashboard settings. Just click on the 'Settings' button in the lower left corner.
username13 5 months ago prev next
What programming languages and frameworks does the dashboard support for ML models?
username1 5 months ago next
The dashboard currently supports Python (with scikit-learn, TensorFlow, and PyTorch) and R (with MLR). We plan to add support for other languages and frameworks in the future based on user demand.
username14 5 months ago prev next
I'm having trouble logging in and accessing my models. Can you help me?
username1 5 months ago next
Sure, I'm here to help. Could you please provide more details about the issue?