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This is a really interesting project. It's a collection of utilities for constructing rule-based models, as opposed to statistical models (i.e. ML). I can see
by scribu 6y ago
This is a really interesting project. It's a collection of utilities for constructing rule-based models, as opposed to statistical models (i.e. ML).
I can see myself using it for exploratory analysis and constructing baseline models.
As for the "let's just draw the model" idea, it gets complicated as soon as you're dealing with more than one input parameter. The author has some workarounds, it looks like:
https://koaning.github.io/human-learn/guide/drawing-classifier/drawing.html https://koaning.github.io/human-learn/guide/drawing-classifi...
- Der_Einzige 6y agoStill not sure why this repo doesn't implement dimensionality reduction techiques. Seems like a huge oversight since that's what you need for doing this on high dimensional data. "Let's draw the model" works in a PCA or UMAP space if your boundaries are already pretty good. I'm surprised that we haven't seen more machine teaching tools like this...