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stdlib-js / google-summer-of-code

Google Summer of Code resources.
https://github.com/stdlib-js/stdlib
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[Idea]: implement additional statistical tests #17

Open kgryte opened 1 year ago

kgryte commented 1 year ago

Idea

Implement various statistical tests which are not currently implemented in stdlib, but are implemented in other envs such as R, Python (SciPy, statsmodels), Julia, and MATLAB.

Expected Outcomes

stdlib will have a broader array of statistical tests which can operate on ndarrays.

Involved Software

No other software should be necessary. However, we will need to do a needs analysis to determine which prerequisite packages/functionality is necessary in order to allow these tests to be implemented (e.g., BLAS, ndarray slicing, etc).

Prerequisite Knowledge

JavaScript, Node.js. Familiarity with R, Python, C/C++ would be very useful, as will need to consult reference implementations.

Difficulty

Hard. Depends on the reference implementation requirements and algorithmic difficulty.

Project Length

350 hours.

Potential Mentors

@kgryte @Planeshifter @Pranavchiku

kgryte commented 5 months ago

@Planeshifter What additional statistical tests do you recommend?