Falsification module - Githubissues

y0-causal-inference / y0

❓y0 (pronounced "why not?") is for causal inference in Python

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Falsification module #23

Open djinnome opened 3 years ago

djinnome commented 3 years ago

Todo:

[x] Implement conditional independence tests (see #29)
[x] Implement falsification for conditional independence
[ ] Node-link highlighting plot for conditional independence
[ ] Conditional independence residual plot
[ ] Implement Verma constraints
[ ] Implement falsification for Verma constraints
[ ] Implement equality constraints
[ ] Implement falsification for equality constraints
[ ] Look into sensitivity analyses of linear SCMs. (carlos cinelli)

cthoyt commented 3 years ago

What happens after #29 is done? Is there a "fasification" algorithm built on top of it? Can we describe the input/output the same way as in the other issues?