State of the field is missing

rikhuijzer / SIRUS.jl

Interpretable Machine Learning via Rule Extraction

https://sirus.jl.huijzer.xyz/

MIT License

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State of the field is missing #52

Closed gdalle closed 1 year ago

gdalle commented 1 year ago

While the purpose of the package is clear (reimplementing a R/C++ code), I think it would benefit from a broader perspective on the state of ML and interpretability in Julia. For instance explain what MLJ is, whether there are concurrent frameworks, and which packages offer interpretability tools (even based on black box models).

https://github.com/openjournals/joss-reviews/issues/5786

rikhuijzer commented 1 year ago

This was indeed a big issue. We had failed to mention many packages. Thank you for reporting it and providing some suggestions. In the latest PDF version in the REVIEW issue, we have tried to find a balance between your suggestions here and the original checklist item in the JOSS review checklist. Can you check whether the current PDF version has solved this issue?