Synthetic Data Metrics: An #OpenSource #Python Library That Evaluates Synthetic #Data By Comparing It To The Real Data That You’re Trying To Mimic https://
bit.ly/3CJ64GC
#MachineLearning #DataScience #DataScientists #Analytics #BigData #AI #ML #NLP #TensorFlow #DEVCommunity
OPEN SOURCE
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Open Source Python Library for Synthetic Data Evaluation
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Appreciation for Hugging Face’s accessibility improvements
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Great Share Sumanth!
HF has made things so accessible -
TMLR Research Certifications Highlight Quality Beyond Basic Criteria
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We describe certifications here: https://
jmlr.org/tmlr/editorial
-policies.html#certifications
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They are meant to highlight certain kinds of work, beyond the basic TMLR decision criteria. -
Monetization Strategy for Independent Open-Source Growth
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IMO that's why we need to develop our monetization and try to grow bigger in order to try to stay independent. If we manage to generate revenue while growing the value provided to the community & the focus on open-source, it's easier to stay in control!
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Open Source AI Models and Regulatory Frameworks Need Society Agreement
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I'm also cautious about rogue model designers who don't play by the rules. At least for the time being, it seems like the community is very good at making open source alternatives to proprietary models. We'd need to agree as a society that certain things should be off limits.
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Keras Preprocessing Layers: Seeking Company Collaboration for Large-Scale adapt()
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If you're a company that uses Keras and you face this use case (large scale adapt() of Keras preprocessing layers), would you consider working with us to implement it? We're a small team and we don't have the resources for this at this time…
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Beam-style computation support designed but not yet implemented
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Correct, the underlying API / infra is designed to potentially allow Beam-style computation. We have not implemented it and it's currently deprioritized (the current adapt() is serial and single-threaded). But we could if there's demand in the future — the design is there.
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Google Releases Universal Video Quality Model Open-Source
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Today we announce the open-source release of the Universal Quality (UVQ) model. Read the blog to learn more, and be sure to check out the model → https://
github.com/google/uvq -
LangChain 0.0.12 Release with AI21Labs and Manifest Integrations
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LangChain version 0.0.12 Two super exciting integrations! @AI21Labs integration (from a friend of @YuvalinTheDeep
) Integration with @HazyResearch
's manifest library (with help from @laurel_orr1
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Mastodon Adoption Growing as Users Consider Decentralized Platform
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Okay, if y'all are still Mastodon-ing by next Friday, I'll join ya @joinmastodon
! 😉