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NorskRegnesentral
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shapr
Explaining the output of machine learning models with more accurately estimated Shapley values
https://norskregnesentral.github.io/shapr/
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Fix cutting of coalition list per horizon in ```shapley_setup_forecast```
#398
jonlachmann
closed
2 weeks ago
1
Failed installation - Windows 10
#397
wbound90
closed
3 months ago
1
Restructure explain() for iterative estimation with convergence detection ++
#396
martinju
opened
3 months ago
3
Asymmetric Causal Shapley values
#395
LHBO
opened
4 months ago
0
Documentation claims shaprpy can explain Keras models, but code claims it cannot
#394
mdhimes
opened
5 months ago
0
Restructured torch modules to support shapr installation without torch
#393
LHBO
closed
5 months ago
0
VAEAC with old Cuda
#392
AbdollahiAz
opened
5 months ago
0
Update the manuals/documentation
#391
LHBO
opened
5 months ago
0
Not require torch
#390
martinju
closed
5 months ago
6
Fix R devel notes
#389
martinju
closed
5 months ago
0
Dependency-aware approaches with one-hot encoded data
#388
aliamini-uq
closed
4 months ago
3
Comparing different dependency-aware approaches when the size of x_explain is large
#387
aliamini-uq
closed
5 months ago
2
Machine Learning Model for Mixed Data using VAEAC Approach
#386
AbdollahiAz
closed
5 months ago
2
VAEAC for Abalone dataset
#385
aliamini-uq
closed
6 months ago
3
Enabling the MSEv criterion for the Python wrapper
#384
LHBO
closed
5 months ago
1
Fixed bug in python wrapper
#383
LHBO
closed
5 months ago
0
Fix bug in vaeac related to updating of factor labels
#382
LHBO
closed
6 months ago
0
Make vaeac vignette visible on pkgdown site
#381
martinju
closed
6 months ago
1
Fix typo/bug in `xgboost_model.R`
#380
LHBO
closed
7 months ago
0
Adding the separate and surrogate regression method classes
#379
LHBO
closed
5 months ago
1
Multiclass Dataset by Applying SHAPR Package
#378
AbdollahiAz
closed
5 months ago
1
Update the imports
#377
LHBO
closed
5 months ago
3
Fix warnings and new printout format after data.table update
#376
martinju
closed
7 months ago
0
Fix grouping in python
#375
martinju
closed
7 months ago
0
Feature classes extracted from the model contains NA
#374
aliamini-uq
closed
7 months ago
2
shapr on xgboost classifier: `group` must be NULL or a list
#373
sugarjo
closed
7 months ago
1
Linear gaussian explainer
#372
martinju
opened
8 months ago
0
Problem in HPC+warning: chol(): given matrix is not symmetric
#371
AbdollahiAz
closed
7 months ago
5
Run shapr on HPC with a large size for x_explain
#370
AbdollahiAz
closed
8 months ago
8
Adding the VAEAC approach
#369
LHBO
closed
7 months ago
5
Permutation shap sampling estimation + paired sampling
#368
martinju
closed
6 months ago
0
Include paired combination sampling
#367
LHBO
opened
10 months ago
0
Improving the efficiency of the Gaussian and (Gaussian) copula methods
#366
LHBO
closed
8 months ago
4
Possible bug in explain_forecast without lag explanation
#365
martinju
opened
10 months ago
0
Fix linting and stylr
#364
martinju
closed
1 year ago
2
Change ubuntu runner for GHA
#363
martinju
closed
1 year ago
0
`explain()` crashes when using combined approaches on categorical and mixed data.
#362
LHBO
closed
1 year ago
3
Fixed visual bug in `plot.shapr()` which gave extra whitespace in the…
#361
LHBO
closed
1 year ago
3
Fixed bug. All messages says "n_combinations is larger than or equal …
#360
LHBO
closed
1 year ago
3
Harmonize batch distribution ++
#359
LHBO
closed
10 months ago
8
Fixed bug where the order of the columns where different and resultin…
#358
LHBO
closed
1 year ago
3
Lars/add MSEv eval criterion
#357
LHBO
closed
9 months ago
7
Bugfix in `prepare_data()` related to vector of approaches. When usin…
#356
LHBO
closed
1 year ago
8
explain_forecast runs unnecessarily many predictions when multiple xreg variables are present
#355
jonlachmann
opened
1 year ago
2
Error during "explain"
#354
GuGuaTT
closed
1 year ago
5
Fixed a bug with the `gaussian` approach not using the user-provided …
#353
LHBO
closed
1 year ago
0
Avoid unnecessary computation of inverse
#352
martinju
closed
1 year ago
0
Build Fail with Mac M1 / Ventura 13.3
#351
dtroxell19
closed
1 year ago
2
GroupShapley in python
#350
Billwuzl
closed
7 months ago
5
Fixed bug with "keep_samp_for_vS"…
#349
LHBO
closed
1 year ago
0
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