ModelOriented / localModel

LIME-like explanations with interpretable features based on Ceteris Paribus curves. Now on CRAN.

https://modeloriented.github.io/localModel

ModelOriented/localModel Issues

Correlation clustering for dimension reduction
Closed 3 years ago
Change discretization method
Closed 3 years ago3
Localize the explanation
Closed 3 years ago1
Add option to select top K features in LASSO instead of using CV
Closed 3 years ago
Improve unit tests
Closed 3 years ago
Reproducibility
Closed 3 years ago1
Re-think sampling while creating the neighbourhood
Closed 3 years ago1
Add variable names that were dropped when creating trees?
Closed 3 years ago
Will version 0.5 be published on CRAN?
Closed 3 years ago1
individual_surrogate_model yields incorrect results because column names are mixed up
Closed 3 years ago2
individual_surrogate_model returns counterintuitive results
Closed 3 years ago
Plot Ceteris Paribus curve + discretization
Closed 5 years ago
Refactoring of individual_surrogate_model
Closed 5 years ago5
suspicious results by individual_surrogate_model
Closed 5 years ago6
localModel goes to CRAN
Closed 5 years ago
`ingredients` instead of `ceterisParibus2`
Closed 5 years ago3
Error in read.dcf(path) : Found continuation line starting ' person("Mateusz" ...' at begin of record.
Closed 5 years ago1
Acknowledgments
Closed 6 years ago
Store fitted trees?
Closed 6 years ago1
Empty plot + warning when all effects are 0
Closed 6 years ago
Vignettes
Closed 6 years ago
R^2 analogue for fitted linear model
Closed 6 years ago
Error with my new example
Closed 6 years ago
Plot for multi-observation comparisons
Closed 6 years ago
weighting via kernel function
Closed 6 years ago1
deal with probabilities bigger than 1
Closed 6 years ago1
Multi-dimensional response to tree
Closed 6 years ago
Shiny App
Closed 6 years ago
Find a new way to handle variable selection
Closed 6 years ago
List of methods to code
Closed 6 years ago2
List of packages to wrap
Closed 6 years ago1