dodiscover
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Release v0.1
Tracking what it will take to do an initial release for v0.1. We should do a simultaneous release of pywhy-graphs
v0.1, so that way.
Some left-over PRs I want to get merged:
- #83 for CMI kNN test: done
- #85 for Classifier CMI test: still WIP
- #86 for an initial look at basic time-series causal discovery
- #72 @robertness is in charge of this, so if necessary, we can slate this for v0.2. However, seems like if it's wrapping causal-learn, just needs someone to take it over the finish line.
- We should update the dependency for
pywhy-graphs
to v0.1 once we release there - We should probably create some more documentation talking about how to use
Context
and the constraint-based causal discovery
Other possible improvements, we can stack in are #29, but this really also requires someone to champion.
I will slate a release once:
- #146
- and the #138 (S-FCI) algorithm are implemented in dodiscover
I kind of want to remove the Context
object because it is pretty difficult to use both from a developer and user perspective. I think it is in the right direction, but there's a lot tbd about the API