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ryanbressler/CloudForest

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Ensembles of decision trees in go/golang.

10 mentions on Hacker News by 1 person: 0 stories, 10 comments · first 2013-10-24 · latest 2023-09-12

Mentions per year 10 mentions · busiest year 2014 (4)
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  1. I implemented something like this in a [pre xgboost boosting framework]( https://github.com/ryanbressler/CloudForest ) ~10 years ago and it worked well. It isn't even that much of a speed hit using the classical sorting CART…
    comment by micro_cam · 2023-09-12 · in Trinary Decision Trees for missing value handling
  2. …a ~10 year old implementation that does something similar calling it "three way splitting" here: https://github.com/ryanbressler/CloudForest And i got the idea from a lab mate, Timo Erkkila's RF-ACE project though neither of us thought it…
    comment by micro_cam · 2023-09-12 · in Trinary Decision Trees for missing value handling
  3. …couple of companies using it in production and some researchers using it in computational genetics. https://github.com/ryanbressler/CloudForest BSD-3-clause This month: I'm just starting development again after a bit of a hyatus. This…
    comment by micro_cam · 2016-12-01 · in Ask HN: Who needs contributors? (December 2016)
  4. …implementations and do hyperparameter searches etc on the data you actually care about. [1] https://github.com/ryanbressler/CloudForest
    comment by micro_cam · 2015-08-12 · in Comparison of machine learning libraries used for classification
  5. …which wins a lot of benchmarks. Code and some benchmark results in the README are here: https://github.com/ryanbressler/CloudForest
    comment by micro_cam · 2015-05-25 · in Why Go for decision trees? (2013)
  6. …also currently squatting the golearn github org but will pass it off if you are interested. [1] https://github.com/ryanbressler/CloudForest [2] based on benchmarks here http://orbi.ulg.ac.be/handle/2268/170309 [3] https://github.com/golearn
    comment by micro_cam · 2014-08-10 · in Show HN: GoLearn
  7. I have a pretty good decision/tree random forest library for go: https://github.com/ryanbressler/CloudForest
    comment by micro_cam · 2014-07-16 · in Machine Learning frameworks, libraries and software
  8. …Lack of efficient generics is a much bigger annoyance. [1] See for example my random forest package https://github.com/ryanbressler/CloudForest [2] See package big for example http://golang.org/pkg/math/big/
    comment by micro_cam · 2014-06-10 · in Things from Python I'd miss in Go
  9. …so you can use them on app engine/nacl/exacycle or other untrusted code environments. [1] https://github.com/ryanbressler/CloudForest
    comment by micro_cam · 2014-04-27 · in GoLearn – Machine Learning in Go
  10. …published and experimental variations on the algorithm as needed for the data sets I work on. [1] https://github.com/ryanbressler/CloudForest
    comment by micro_cam · 2013-10-24 · in Experience with ePaxos: Systems Research using Go