gaussdiditfirst

5 ms·

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by gaussdiditfirst 1y ago
Ya I saw no comparison with other methods in the paper, which is odd for a ML paper.
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by gaussdiditfirst 4y ago
Learn more about data-centric AI from Andrew Ng: https://spectrum.ieee.org/andrew-ng-data-centric-ai https://datacentricai.org/
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by gaussdiditfirst 4y ago
We are looking for more contributors to cleanlab in 2023. Help shape the future of data-centric AI and ensure it remains free software, especially if you love Python and practical tools for real-world data science!
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by gaussdiditfirst 4y ago
Beyond feature engineering, data-centric AI can help in Kaggle. This notebook shows how easily cleanlab can improve the training dataset for an XGBoost model, producing 12% reduction in error without any change to the existing model+trainin
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An open-source framework for data-centric AI(github.com)
4 points by gaussdiditfirst 4y ago|4 comments
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by gaussdiditfirst 4y ago
Senior data scientists know great ROI in real-world ML projects comes from finding/fixing issues in the dataset rather than tinkering too much with models. But this is done manually today via ad hoc scripts (Jupyter notebooks). In data
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by gaussdiditfirst 8y ago
Check out Rodney Brooks' blog to see some predictions from somebody who actually has at least some idea of what they're talking about: https://rodneybrooks.com/predictions-scorecard-2019-january-... However as the
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by gaussdiditfirst 8y ago
Launching in Phoenix only; for anyone whose never been there, the roads are straight & wide with extremely sparse car/foot-traffic and zero bad weather days. For those living in actual big US cities, don't hold your breath tha
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Kernel Embedding of Distributions(en.wikipedia.org)
13 points by gaussdiditfirst 13y ago|3 comments
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by gaussdiditfirst 13y ago
Great idea, I can think of many ways this sort of app could be extended to improve sentence structure via a number of other heuristics you might find mentioned in a grammar book.
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by gaussdiditfirst 13y ago
There is currently very little evidence linking the measured expression of specific genes in the brain with phenotypic traits such as personality. Scientists find it hard enough even to link almost certainly genetic attributes (such as var
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by gaussdiditfirst 13y ago
Great to see this being done. I wonder what number of emails a typical member of Congress must receive before they take note of an issue. Furthermore, how many emails does it take to sway their opinion on said issue, or are dollars the onl