Are there any Linear Regression Function in SQL Server?

To the best of my knowledge, there is none. Writing one is pretty straightforward, though. The following gives you the constant alpha and slope beta for y = Alpha + Beta * x + epsilon: — test data (GroupIDs 1, 2 normal regressions, 3, 4 = no variance) WITH some_table(GroupID, x, y) AS ( SELECT … Read more

How to incrementally sample without replacement?

If you know in advance that you’re going to want to multiple samples without overlaps, easiest is to do random.shuffle() on list(range(100)) (Python 3 – can skip the list() in Python 2), then peel off slices as needed. s = list(range(100)) random.shuffle(s) first_sample = s[-10:] del s[-10:] second_sample = s[-10:] del s[-10:] # etc Else … Read more

Reordering matrix elements to reflect column and row clustering in naiive python [duplicate]

I’m not sure completely understand, but it appears you are trying to re-index each axis of the array based on sorts of the dendrogram indicies. I guess that assumes there is some comparative logic in each branch delineation. If this is the case then would this work(?): >>> x_idxs = [(0,1,0,0),(0,1,1,1),(0,1,1),(0,0,1),(1,1,1,1),(0,0,0,0)] >>> y_idxs = [(1,1),(0,1),(1,0),(0,0)] … Read more

How do I programmatically calculate Poker Odds? [closed]

Here are some links to articles, which could help as starting points: Poker Logic in C# and Fast, Texas Holdem Hand Evaluation and Analysis “This code snippet will let you calculate poker probabilities the hard way, using C# and .NET.” The theoretical fundamentals are given in this Wikipedia article about Poker Probabilities and in this … Read more

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