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Release v0.1 #89

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adam2392 opened this issue Jan 11, 2023 · 1 comment
Open

Release v0.1 #89

adam2392 opened this issue Jan 11, 2023 · 1 comment

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@adam2392
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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:

  1. [ENH] Add conditional mutual information test #83 for CMI kNN test: done
  2. [ENH] Classifier CMI test #85 for Classifier CMI test: still WIP
  3. [DRAFT] Introduce basic time-series causal discovery and experimental research code showing robust learning #86 for an initial look at basic time-series causal discovery
  4. [ENH] Dodiscover wrapper to GIN algorithm in causal-learn #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.
  5. We should update the dependency for pywhy-graphs to v0.1 once we release there
  6. 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.

@adam2392
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adam2392 commented Dec 6, 2023

I will slate a release once:

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

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