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ShaRP
Implementation of the algorithm proposed in the paper "ShaRP: Explaining Rankings with Shapley Values", by Pliatsika et al.
MIT License
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broken documentation website
#42
giovana-morais
opened
3 months ago
1
Add example for population analysis
#41
joaopfonseca
closed
3 months ago
0
Add example for population analysis
#40
joaopfonseca
closed
3 months ago
0
Add additional grouping methods (other than strata) for boxplot visualizations
#39
joaopfonseca
opened
3 months ago
0
Add additional grouping methods (other than strata) for boxplot visualizations
#38
Anon-Sci
closed
3 months ago
0
Add visualization for aggregate contributions per stratum
#37
joaopfonseca
closed
4 months ago
0
Fix information displayed in waterfall plot
#36
joaopfonseca
closed
4 months ago
0
Fix data being displayed in waterfall plots
#35
joaopfonseca
closed
4 months ago
0
In the waterfall plots, when `qoi = flip` shapley values don't add up to 1 or zero
#34
joaopfonseca
opened
4 months ago
0
Raise warning when qoi is meant for labels (in classification) and there are a lot of unique values in the target
#33
joaopfonseca
opened
4 months ago
0
Waterfall plots displaying undesired information
#32
joaopfonseca
closed
4 months ago
0
Add `sharp.show_versions()` function
#31
joaopfonseca
closed
4 months ago
0
Add visualization for aggregate contributions per stratum
#30
joaopfonseca
closed
4 months ago
0
Add get_qoi and get_qoi_names
#29
joaopfonseca
closed
4 months ago
0
Add `sharp.show_versions()` function
#28
joaopfonseca
closed
4 months ago
0
Add `get_qoi` and `get_qoi_names` functions
#27
joaopfonseca
closed
4 months ago
0
Rename functions and quantities of interest
#26
joaopfonseca
closed
4 months ago
0
Rename QoI's with `ranking` in the name to `rank`
#25
joaopfonseca
closed
4 months ago
0
Rename `scores_to_rank` to `scores_to_ordering`
#24
joaopfonseca
closed
4 months ago
0
Documentation deployment
#23
joaopfonseca
closed
4 months ago
0
Add example for classification
#22
joaopfonseca
closed
4 months ago
0
Add CSRankings example
#21
joaopfonseca
closed
3 months ago
0
[MRG] Add parallelization to `ShaRP.all`
#20
joaopfonseca
closed
4 months ago
0
Fix incorrect shapley values ranges
#19
joaopfonseca
closed
5 months ago
0
Shapley values ranges are not in the correct range
#18
joaopfonseca
closed
5 months ago
0
Flip QoI does not work when passing parameter `qoi` as string
#17
joaopfonseca
closed
4 months ago
0
Add possibility for parallelizing calculations and introduce `n_jobs` parameter
#16
joaopfonseca
closed
4 months ago
0
Sampling without replacement
#15
joaopfonseca
closed
6 months ago
0
Add documentation page
#14
joaopfonseca
closed
6 months ago
0
Improve content in documentation pages
#13
joaopfonseca
opened
6 months ago
0
Add visualizations and bug fixes
#12
joaopfonseca
closed
7 months ago
0
`rank` method from ranking QoIs not working as expected
#11
joaopfonseca
closed
7 months ago
0
Refactor code for Waterfall chart
#10
joaopfonseca
opened
7 months ago
0
Sample without replacement
#9
joaopfonseca
closed
6 months ago
0
Implement visualizations from paper
#8
joaopfonseca
closed
7 months ago
0
Add docstring tests
#7
joaopfonseca
closed
8 months ago
0
[WIP] Refactor ShaRP implementation
#6
joaopfonseca
closed
8 months ago
0
Set up a documentation page
#5
joaopfonseca
closed
6 months ago
0
Check Rank-based QoI's
#4
joaopfonseca
closed
4 months ago
1
Add docstring variables
#3
joaopfonseca
opened
8 months ago
0
Add documentation for QOI classes
#2
joaopfonseca
closed
8 months ago
0
Add docstring tests
#1
joaopfonseca
closed
8 months ago
0