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ModelOriented
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live
Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN
https://modeloriented.github.io/live/
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Transfer live from MI2DataLab to ModelOriented
#63
pbiecek
closed
5 years ago
8
live won't work with single predictor models
#62
mstaniak
opened
5 years ago
0
live::local_approximation results with a bug
#61
harell
closed
5 years ago
4
object 'satisfaction_level' not found
#60
asheetal
closed
5 years ago
2
scaling in kernels
#59
mstaniak
closed
6 years ago
0
Integration with DALEX
#58
pbiecek
closed
6 years ago
0
Conditional permutations
#57
mstaniak
closed
5 years ago
0
reproducibility
#56
mstaniak
closed
6 years ago
0
new vignette
#55
mstaniak
closed
5 years ago
0
Plots for multiple models (black/white box) / instances on a single panel
#54
mstaniak
closed
5 years ago
0
"Vectorized" explained_instance argument
#53
mstaniak
closed
5 years ago
0
implement gaussian sampling
#52
mstaniak
closed
6 years ago
0
implement sampler class
#51
mstaniak
closed
5 years ago
0
improve unit tests
#50
mstaniak
closed
6 years ago
0
merge
#49
mstaniak
closed
6 years ago
0
Experimental
#48
mstaniak
closed
6 years ago
0
Add "Value" section to documentation
#47
mstaniak
closed
6 years ago
1
Change order of arguments
#46
mstaniak
closed
6 years ago
0
Select and plot top features (by contribution)
#45
mstaniak
closed
5 years ago
2
add optional kernel
#44
mstaniak
closed
6 years ago
1
Assertion on 'choices' failed. Must be of length >= 1, but has length 0
#43
subasish
closed
6 years ago
2
update wine vignette
#42
mstaniak
closed
6 years ago
0
consider setting factor variables constant while sampling
#41
mstaniak
closed
6 years ago
1
quickly update docs
#40
mstaniak
closed
6 years ago
0
Update pkgdown site
#39
pbiecek
closed
6 years ago
1
Make selection work for different link functions
#38
mstaniak
closed
6 years ago
1
Waterfall plot
#37
mstaniak
closed
6 years ago
1
pkgdown website for live
#36
pbiecek
closed
6 years ago
0
some error in sample_locally
#35
pbiecek
closed
6 years ago
2
hold date values constant
#34
mstaniak
closed
6 years ago
0
scatter plot
#33
mstaniak
closed
6 years ago
1
factors in forestplot
#32
mstaniak
closed
6 years ago
0
Błąd w poleceniu 'sample_locally(data = winequality_red, explained_instance = winequality_red[5, ': Assertion on 'data' failed: Must be of type 'data.frame', not 'closure'
#31
mstaniak
closed
6 years ago
0
wine quality
#30
mstaniak
closed
6 years ago
1
predict
#29
mstaniak
closed
6 years ago
1
wide data - big problem
#28
pbiecek
closed
6 years ago
3
ranger is not working with live
#27
pbiecek
closed
6 years ago
4
Error in installation
#26
guhjy
closed
7 years ago
0
Dokumentacja
#25
mstaniak
closed
6 years ago
2
Przykladowe symulacje
#24
mstaniak
closed
7 years ago
1
forestplot
#23
mstaniak
closed
7 years ago
0
trainWhiteBox
#22
mstaniak
closed
7 years ago
0
Klasyfikacja
#21
mstaniak
closed
7 years ago
0
forest plot
#20
mstaniak
closed
7 years ago
0
Oddzielić obliczenia od wizualizacji
#19
mstaniak
closed
7 years ago
0
plot
#18
mstaniak
closed
7 years ago
1
Faster neighbourhood creation
#17
mstaniak
closed
6 years ago
2
Wiadomości dla użytkownika
#16
mstaniak
closed
6 years ago
1
Obsługa błędów.
#15
mstaniak
closed
6 years ago
3
Poprawić działanie klasy
#14
mstaniak
closed
7 years ago
0
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