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mmschlk
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shapiq
Shapley Interactions for Machine Learning
https://shapiq.readthedocs.io
MIT License
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add legend to benchmark plots
#173
mmschlk
closed
2 weeks ago
0
fixes force plots not showing and baseline value
#172
mmschlk
closed
2 weeks ago
0
rethink index in run_benchmark()
#171
hbaniecki
opened
3 weeks ago
0
fix add legend for plot_approximation_quality
#170
hbaniecki
closed
2 weeks ago
0
allow for importing benchmark functions directly from modules / package
#169
hbaniecki
opened
3 weeks ago
0
add max order 1 to tabular explainer
#168
hbaniecki
closed
3 weeks ago
0
Sv bugfix in tree
#167
mmschlk
closed
3 weeks ago
0
Benchmark Evaluation
#166
mmschlk
closed
3 weeks ago
0
Evaluation
#165
mmschlk
closed
3 weeks ago
0
Add uncertainty game and AdultCensus benchmark and closes #160
#164
pwhofman
closed
3 weeks ago
0
KernelSHAPIQ returns a warning
#163
hbaniecki
closed
3 weeks ago
1
Ran Benchmark and Added Games
#162
mmschlk
closed
3 weeks ago
0
Add parallel computation + notebook
#161
hbaniecki
closed
4 weeks ago
0
We could add the Uncertainty Game like InfoSHAP
#160
mmschlk
closed
3 weeks ago
2
Faithful Banzhaf Interaction Index
#159
FFmgll
closed
3 weeks ago
1
Adds Pre-Computed Game values
#158
mmschlk
closed
1 month ago
0
created approximation benchmark
#157
mmschlk
closed
1 month ago
0
DeprecationWarning: Conversion of an array with ndim > 0 to a scalar (Deprecated NumPy 1.25.)
#156
hbaniecki
closed
3 weeks ago
1
warning BZF vs BGV
#155
hbaniecki
closed
3 weeks ago
0
add a baseline conditional imputer
#154
hbaniecki
closed
1 month ago
1
Explanation Graph Plot
#153
mmschlk
closed
1 month ago
0
Updated Aggregation and Add new benchmark precompute
#152
mmschlk
closed
1 month ago
0
Adds the First Benchmarks
#151
mmschlk
closed
1 month ago
0
Refactor and clean benchmark games
#150
hbaniecki
closed
1 month ago
0
Adds the TreeSHAP-IQ game
#149
mmschlk
closed
2 months ago
0
145 sampling emptyset and grandcoalition and bug fixes
#148
FFmgll
closed
2 months ago
0
removed logit/probit conversion from TreeSHAP-IQ (closes #143)
#147
mmschlk
closed
2 months ago
0
add top-k selection and representation (closes #140)
#146
mmschlk
closed
2 months ago
0
Sampling emptyset and grandcoalition and bug fixes
#145
FFmgll
closed
2 months ago
0
unifies and fixes aggregation of indices
#144
mmschlk
closed
2 months ago
0
remove logit transformation from tree conversion
#143
mmschlk
closed
2 months ago
0
Fixes the Unsupervised Data Benchmark Game.
#142
mmschlk
closed
2 months ago
0
k-SII aggregation bug (needs rework)
#141
FFmgll
closed
2 months ago
0
Change Representation method of InteractionValues
#140
FFmgll
closed
2 months ago
0
Player names for InteractionValues and Games
#139
FFmgll
opened
2 months ago
1
111 add kernel based sii approximator (closes #111, #32)
#138
FFmgll
closed
2 months ago
1
Fix Unbiased Data Game without pyitlib
#137
mmschlk
closed
2 months ago
0
Add Benchmark Games
#136
mmschlk
closed
2 months ago
0
71 add owen sampling sv approx
#135
kolpaczki
closed
2 months ago
0
Add GT computation to Games
#134
mmschlk
closed
1 month ago
0
Add TreeExplanation Game
#133
mmschlk
closed
2 months ago
0
Add neuron explainability benchmark games
#132
mmschlk
closed
2 months ago
1
Add Random Forest Ensemble Member Model Explainabilty Game
#131
mmschlk
closed
2 months ago
0
Add Ensemble Members Model Explainability Games
#130
mmschlk
closed
2 months ago
0
Add Global XAI, Feature Selection, and Benchmark Setup
#129
mmschlk
closed
2 months ago
1
Add unsupervised game without clusterings
#128
mmschlk
closed
2 months ago
0
Add Unsupervised Clustering Benchmark Games
#127
mmschlk
closed
2 months ago
0
Add GlobalExplanation Games
#126
mmschlk
closed
2 months ago
0
Add FeatureSelection Benchmark Games
#125
mmschlk
closed
2 months ago
0
added stratified sampling (Maleki et al., 2013) with tests (closes #72)
#124
kolpaczki
closed
2 months ago
0
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