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Implement `interp`

7

**Feature functionality** https://numpy.org/doc/stable/reference/generated/numpy.interp.html **Additional context** Climate Use case @kleinert-f

ClaudiaComito

setitem indexing with Lists

2

**Description** setitem raises an TypeError when a list is used for indexing along the split axis . **To Reproduce** Steps to reproduce the behavior: 1. Which module/class/function is affected? setitem...

mtar

Address distributed non-ordered indexing

3

**Related** All kind of stuff depends on distributed non-ordered indexing. Here a sample of issues/PRs where the problem has come up in various forms: #607 #760 #903 #703 #824 #902...

ClaudiaComito

Unique() inconsistencies

2

**Description** While looking into #564, I found a number of inconsistencies in ht.unique(). - #564 is no documentation issue. - The kwarg `sorted` is set to False by default for...

ClaudiaComito

GaussianNB distributed results deviate from the scikit-learn results

2

**Description** After the indexing update #758 and subsequent `naive_bayes.GaussianNB` changes, results from the distributed tests deviate enough from the `sklearn` comparison that tests fail. Those tests have been temporarily commented...

ClaudiaComito

indexing vectors with index arrays

2

**Description** A clear and concise description of the bug and the associated functionality. various bugs when using index arrays for indexing on distributed one-dimensional DNDarrays. **To Reproduce** Steps to reproduce...

mtar

Wiki pages / GitHub pages describing architecture designs/assumptions

3

Create some wiki pages that describe (maybe also with a couple of graphics) the concept of the HeAT design, assumptions made in tensor and MPI handling and architectural decisions.

Cdebus

Implement gaussian_kde()

2

**Feature functionality** https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.gaussian_kde.html **Additional context** Distributed & parallel implementations e.g. [Zheng 2013](https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwjW84C0h5H2AhUPS_EDHc3QCRcQFnoECAIQAQ&url=https%3A%2F%2Fwww.cs.utah.edu%2F~jeffp%2Fpapers%2Fkde-big.pdf&usg=AOvVaw1vmO5lc2dPHZ8CedhEkOvq)

ClaudiaComito

Add clarification to documentation of unique()

2

**Feature functionality** Clarify that the order in res is either unstable or how it relates to split/axis. Not sure whether this is a bug or works as intended; the order...

Inzlinger

Add correlation (1D)

7

coquelin77