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YelpArchive/MOE

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A global, black box optimization engine for real world metric optimization.

10 mentions on Hacker News by 3 people: 1 story, 9 comments · first 2014-07-24 · latest 2019-01-28

Mentions per year 10 mentions · busiest year 2016 (3)
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  1. …w.kdd.org/kdd2017/papers/view/google-vizier-a-serv... [1]: https://github.com/SheffieldML/GPyOpt [2]: https://github.com/Yelp/MOE [3]: https://github.com/hyperopt/hyperopt [4]: https://sigopt.com
    comment by Zephyr314 · 2019-01-28 · in Your AI skills are worth less than you think
  2. …for academics [2] and publish research like the above at ICML, NIPS, AISTATS regularly [3]. [1]: https://github.com/yelp/MOE [2]: https://sigopt.com/edu [3]: https://sigopt.com/research
    comment by Zephyr314 · 2018-08-27 · in Google Vizier: A Service for Black-Box Optimization
  3. …optimization. It doesn't look like it is well maintained, but it is interesting nonetheless. https://github.com/Yelp/MOE
    comment by beejiu · 2018-08-27 · in Google Vizier: A Service for Black-Box Optimization
  4. …folks are having some success with Gaussian process optimisation for hyper parameter tuning (eg https://github.com/Yelp/MOE ), but I would be sceptical about the application of genetic programming to this area, particularly as broadly…
    comment by feral · 2016-05-10 · in Introducing FBLearner Flow: Facebook's AI Backbone
  5. …working at Yelp). [0]: https://sigopt.com/docs [1]: https://github.com/JasperSnoek/spearmint [2]: https://github.com/Yelp/MOE
    comment by Zephyr314 · 2016-03-13 · in Unsupervised Learning with Even Less Supervision Using Bayesian Optimization
  6. …source Bayesian methods like MOE [1], spearmint, HyperOpt [2], and SMAC [3] with good results. [1]: https://github.com/Yelp/MOE [2]: https://github.com/hyperopt/hyperopt [3]: http://www.cs.ubc.ca/labs/beta/Projects/SMAC/
    comment by Zephyr314 · 2016-03-12 · in Unsupervised Learning with Even Less Supervision Using Bayesian Optimization
  7. …TensorFlow could be very powerful and is one step closer to more automatic ML flows though. [1]: https://github.com/Yelp/MOE (full disclosure, I co-wrote this) [2]: https://github.com/hyperopt/hyperopt [3]:…
    comment by Zephyr314 · 2015-11-09 · in TensorFlow: open-source library for machine intelligence
  8. …built SigOpt to bring these powerful tools to anyone via a simple API. [0]: https://sigopt.com [1]: https://github.com/Yelp/MOE [2]: https://sigopt.com/docs
    comment by Zephyr314 · 2015-02-25 · in Tuning machine learning models
  9. …are always looking to improve though and are taking pull requests and suggestions for improvements! https://github.com/Yelp/MOE/issues
    comment by Zephyr314 · 2014-07-24 · in Show HN: Moe, a Metric Optimization Engine