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Repository for the Tetrad Project, www.phil.cmu.edu/tetrad.
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Literature on tetrad related research #1609

Closed magical-hhc closed 1 year ago

magical-hhc commented 1 year ago

Recently, I saw a document, which seems to be written by you. The name of the document is Comparing the Performance of Graphic Structure Learning Algorithms with Tetrad, and I think it is very helpful to me. Joseph, if I want to know more about tetrad, is there any literature I can refer to?

jdramsey commented 1 year ago

Funny you should ask. I just reorganized the search package and wrote the documentation for every public class. Here:

https://www.phil.cmu.edu/tetrad-javadocs/temp/edu/cmu/tetrad/search/package-summary.html

You can click around and get information. I included lots of paper references. It's possible this might be helpful... curious..

If that doesn't do the trick, I can recommend some other resources. For example, you may want to read Causation, Precision, and Search by Spirtes, Glymour, and Scheines, which is actually all online and free now.

jdramsey commented 1 year ago

Here's a quick paper we wrote a few years back:

https://www.atmos.colostate.edu/~iebert/PAPERS/CI2018_paper_35.pdf

Really I should sit down and write a new paper; so much has changed since then.

jdramsey commented 1 year ago

Here's some more recent work in Tetrad if you're into reading technical papers:

https://proceedings.mlr.press/v180/lam22a.html

jdramsey commented 1 year ago

It also occurred to me maybe you like to watch video lectures. (I should have asked what you liked.) Here are some video lectures on Tetrad:

https://www.ccd.pitt.edu/video-tutorials/

magical-hhc commented 1 year ago

Thank you, I will read these materials carefully.