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**Submitting author:** @pat-alt (Patrick Altmeyer)
**Repository:** https://github.com/pat-alt/CounterfactualExplanations.jl
**Branch with paper.md** (empty if default branch):
**Version:** v0.1.14
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Examples from this book _Interpretable Machine Learning_ . “Anna wants to rent out her apartment, but she is not sure how much to charge for it, so she decides to train a machine learning model to pre…
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Develop a heuristic method to obtain good feasible solutions faster.
- Greedy approach with variable neighbourhood search methods.
- Prioritize features with higher importance.
- Optionally, use t…
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Rewrite plot functions to make it as simple to plot single instances as it is to plot all instances.
Functions to remove or update:
- [x] plot_regular changed to _plot_regular
- [x] plot_uncer…
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**Is your feature request related to a problem? Please describe.**
The `CalibratedExplanations` currently provide functionality for a mix between a set of explanations and individual explanations.
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Hi!
Are there plans to implement monotonic regressors, like it is possible for LightGBM, for example?
Thank you!
Best
Robert
Garve updated
3 months ago
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Implement all suggested revisions for JuliaCon proceedings paper provided [here](https://github.com/JuliaCon/proceedings-review/issues/103#issuecomment-1600422763).
- [x] In section 2.2 you mention…
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Once the implemention part of the project has been finished, create an interactive notebook or blog post that summarizes all of our work to create a concise summary of what we've done and to share our…
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Multivariate input data is currently visualized using PCA. The quality of these visualisations decreases proportionately to the increase of the dimensionality of the input data. Investigate using comp…