Alex Markham

icon indicating a website link https://causal.dev icon indicating an email [email protected]

icon company Univeristy of Copenhagen icon location Copenhagen, Denmark icon location I'm a postdoc in the Copenhagen Causality Lab: https://www.math.ku.dk/english/research/spt/cocala/

Results 2 issues of Alex Markham

Adding Python implementation of MCMC algorithm for estimating unconditional equivalence classes

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I'm in the process of adding an [implementation of the GrUES algorithm](https://gues.causal.dev/repro_astat.html) from [this paper](https://arxiv.org/pdf/2210.00822.pdf#section.6), so I'm making this issue to collect any questions I have before making the final...

use of deprecated `np.mat`

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Numpy 2.0 was released less than a month ago, resulting in some deprecated code in causal-learn. For example, see [Line 42 ](https://github.com/py-why/causal-learn/blob/ae2f5b2a955b3ab7f6a29746016bed9a8f49b68a/causallearn/utils/ScoreUtils.py#L42)of `causal-learn/utils/ScoreUtils.py` which uses the deprecated `np.mat`. This should...