Deepchecks Monitoring
Open Source Monitoring for AI & ML
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Shir Chorev

Deepchecks Testing Package - Open source tool for testing & validating your model & data

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Deepchecks Monitoring
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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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Nir Ben-Zvi
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.
Shir Chorev
Maker
@nir_benz Thanks for your support!
Barış Kaya
Looks great! Kudos to all 👏 I wonder how this will play along with Foresight
Shir Chorev
Maker
@boroskoyo Thanks! Do you have any more specific thoughts or resources you can share?
Barış Kaya
@shirch yeah sure. https://www.runforesight.com they are more into ci/cd and I thought using those 2 might increase the ci observability of ml projects
Shir Chorev
Maker
@boroskoyo 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!
Idan Basre
Very useful! Love the data integrity checks.
Shir Chorev
Maker
@idan_basre 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!
Roi Tabach
Super impressive work What data sources do you support?
philip tannor
Maker
@roi_tabach thanks a million! Full support: Tabular data - https://github.com/deepchecks/de... Beta release: Computer vision - https://github.com/deepchecks/de... Coming soon: NLP
Lee Twito
Great team and awesome product! Definitely a huge time saver for models and data verifications
philip tannor
Maker
@leetwito thanks a million!
Eduard Hambardzumyan
This is Great 🔥 Looking forward to testing this with my team. Congrats on the launch!
Shir Chorev
Maker
@eduard_hambardzumyan Thanks 🙏, looking forward for your feedback 🤩
Daniel Keyes
This is amazing! Kudos on building it open source 👏
philip tannor
Maker
@daniel_keyes thanks a million!
Uri Eliabayev
Great open source project!
Shir Chorev
Maker
Thanks @urieli17! Appreciate your support greatly
Niv Geron
The best team! Everything they will do will be gold! Good luck!
Shir Chorev
Maker
@niv_geron 🙏❤️🙏
Ido Kazma
What types of data and models do you plan to deal with in the coming versions?
philip tannor
Maker
@ido_kazma hey! Answered a similar question above, but adding here as well just for convenience. Current status (+plans): Full support: Tabular data - https://github.com/deepchecks/de... Beta release: Computer vision - https://github.com/deepchecks/de... Coming soon: NLP
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