Deepchecks Monitoring
Open Source Monitoring for AI & ML
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Deepchecks Testing Package - Open source tool for testing & validating your model & data

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Find problems in your ML models and data before it’s too late!
With just a few lines of code, Deepchecks creates elaborate reports about your data’s integrity, distributions, and your model’s performance.

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DeepChecks is a great product for conducting product-focused computer vision research. The library contains various tools for verifying trained model and dataset issues that would otherwise waste a *lot* of time.
Maker
Thanks for your support!
Looks great! Kudos to all 👏 I wonder how this will play along with Foresight
Maker
Thanks! Do you have any more specific thoughts or resources you can share?
yeah sure. they are more into ci/cd and I thought using those 2 might increase the ci observability of ml projects
Maker
thanks for sharing, I'll check it out. Indeed ci/cd is one of the important use cases for integrating ML data & model tests, and we've been seeing quite a few users using deepchecks exactly for that... We'd be happy for feedback!
Very useful! Love the data integrity checks.
Maker
Thanks for sharing. We found these checks to find surprising quality issues with your data. Feel free to open an issue with suggestions for additional checks!
Super impressive work What data sources do you support?
Maker
thanks a million! Full support: Tabular data - Beta release: Computer vision - Coming soon: NLP
Great team and awesome product! Definitely a huge time saver for models and data verifications
Maker
thanks a million!
This is Great 🔥 Looking forward to testing this with my team. Congrats on the launch!
Maker
Thanks 🙏, looking forward for your feedback 🤩
This is amazing! Kudos on building it open source 👏
Maker
thanks a million!
Great open source project!
Maker
Thanks ! Appreciate your support greatly
The best team! Everything they will do will be gold! Good luck!
Maker
🙏❤️🙏
What types of data and models do you plan to deal with in the coming versions?
Maker
hey! Answered a similar question above, but adding here as well just for convenience. Current status (+plans): Full support: Tabular data - Beta release: Computer vision - Coming soon: NLP
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