Hleb Levitski

Results 15 issues of Hleb Levitski

### Describe the workflow you want to enable Hannan–Quinn information criterion was originally described to be an alternative model selection criterion for autoregressive models, but it could be used in...

New Feature
Needs Triage

Added MAD outlier rule Refactored base code and tests

**Is your feature request related to a problem? Please describe.** We can add outlier rule similar to gaussian (mean +- k * std) but using robust statistics (median +- k...

**Is your feature request related to a problem? Please describe.** Staple thresholds 0.1 and 0.25 are empirical, but there are alternatives to calculate threshold based on data and parameters of...

List of birthdays could be found [here](https://genshin-impact.fandom.com/wiki/Birthday)

MC approximation of AdaBoost stump kernel #119

In "Uniform Approximation of Functions with Random Bases" by A. Rahimi and Benjamin Recht [[1]](https://authors.library.caltech.edu/75528/1/04797607.pdf) RBF approximation (`RBFSampler` in `sklearn`) as well as 2 other approx kernels is described. Random...

Fastfood is somewhat slower than RBFSampler (while in theory it should be faster). Google Colab timings (sklearn 0.24.2, sklearn_extra 0.2.0, numpy 1.19.5) ![ka_timings_gc](https://user-images.githubusercontent.com/36483986/119377088-3c7aa700-bcac-11eb-8a3f-991b17ef871c.png) Laptop timings (Ubuntu 20.04, Intel 8300H, 32GB...

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