shap/shap

Issues

• BUG: Unable to Generate SHAP values for a dataframe containing text data trained on lstm model

  #3668 opened 19 days ago by Caster12
  2

• BUG: SHAP values calculated using CPU differ from SHAP values calculated using GPU

  #3655 opened a month ago by madakkmi
  5

• ENH: Winter Values

  #3638 opened a month ago by CousinThrockmorton
  4

• TypeError: In v0.20, force plot now requires the base value as the first parameter! Try shap.plots.force(explainer.expected_value, shap_values) or for multi-output models try shap.plots.force(explainer.expected_value[0], shap_values[0]).

  #3664 opened 23 days ago by craftsliu
  1

• Key not found with shap.TreeExplainer and XGBRegressor

  #3665 opened 22 days ago by frizfealer
  0

• ENH: Python 3.13 Support

  #3663 opened 23 days ago by CloseChoice
  0

• BUG: LookupError: gradient registry has no entry for: shap_TensorListStack

  #3605 opened 2 months ago by AmishFaldu
  2

• Demangle pytorch and tensorflow dependencies

  #3662 opened 23 days ago by CloseChoice
  0

• BUG: summary_plot ignores plot_type for TreeExplainer

  #3622 opened 2 months ago by bhvieira
  1

• BUG: TypeError: waterfall() got an unexpected keyword argument 'features'

  #3628 opened a month ago by iou0515
  1

• When plotting the shap text it is showing an extra letter(Ġ) before every word.

  #3660 opened 24 days ago by shafikrony
  1

• BUG: TypeError: ufunc 'isfinite' not supported for the input types

  #3656 opened a month ago by Jeremy98-alt
  4

• BUG: 'tuple' object has no attribute 'as_list'

  #3645 opened a month ago by Amirhossein4096
  3

• Question: Using SHAP with GPT-4 via API

  #3615 opened 25 days ago by dyomed93
  2

• BUG: Warning: unrecognized nn.Module: Chomp1d

  #3618 opened 2 months ago by xiaonig
  2

• BUG: Additivity check failed

  #3657 opened 25 days ago by Addicted-to-coding
  1

• [Meta-issue] Release 0.45.1

  #3640 opened a month ago by connortann
  5

• BUG: Failed in nopython mode pipeline (step: native lowering) float16

  #3651 opened 25 days ago by amitsaha
  4

• BUG: unable to use SHAP with CUDA support on Windows10/11 machine for calculating Shapley values

  #3646 opened a month ago by madakkmi
  1

• BUG: Unexpected Interaction Plot Instead of Summary Plot in Multiclass SHAP Summary with XGBoost

  #3630 opened a month ago by cconsta1
  3

• Questions: question about SamplingExplainer

  #3654 opened a month ago by vectorsss
  1

• Support for KerasClassifier

  #3647 opened a month ago by msabanluc
  1

• BUG: [in version 0.44.0 and 0.45.0] UserWarning: unrecognized nn.Module: Flatten

  #3643 opened a month ago by Saltsmart
  1

• ENH: Support SeLU and activation function in Pytorch Deep Explainer

  #3611 opened a month ago by ibpme
  0

• BUG: `base_score` attribute of the `XGBTreeModelLoader` is broken for all exponential losses (e.g. tweedie, poisson)

  #3579 opened a month ago by bastienqb
  4

• BUG: Workflow failure on macOS when building 'lightgbm'

  #3631 opened a month ago by bewygs
  0

• ENH: expose raw feature categories in shap.plots.bar

  #3634 opened a month ago by TacticalChipi
  1

• CI broken: mistralai Mistral-7B-v0.1 Tokenizer no longer accessible

  #3619 opened a month ago by CloseChoice
  0

• BUG: ERROR USING LLAMA-2

  #3580 opened 2 months ago by MarioRicoIbanez
  15

• BUG: tensorflow DeepExplainer SHAP explanations do not sum up to the model's output

  #3612 opened 2 months ago by weiliyang
  1

• BUG: shap summary plot for 3 group classification

  #3606 opened 2 months ago by myeonggyukim0513
  1

• ENH: Include directionality of feature association in beeswarm plot

  #3609 opened 2 months ago by karchern
  0

• When will the paddlepaddle framework be supported

  #3603 opened 2 months ago by MingqiFANG
  1

• Does Feature/Column Order of dataset matter while calculating SHAP values?

  #3601 opened 2 months ago by sambaths
  3

• [Meta issue] Release 0.45.0

  #3551 opened 2 months ago by connortann
  5

• BUG: Error using Falcon for text-generation

  #3589 opened 2 months ago by dyomed93
  4

• BUG: LightGBM with multiclass interaction TreeShap produces explainer error

  #3574 opened 3 months ago by NegatedObjectIdentity
  12

• ENH: Partition Explainer for Video Models

  #3596 opened 2 months ago by hex-plex
  0

• BUG: Error when using DeepExplainer on LSTM Model

  #3593 opened 2 months ago by jgolliher
  1

• Allow shap to take list or dict as input

  #3572 opened 3 months ago by JonathanBhimani-Burrows
  3

• BUG: 0.45.0 update breaks pytorch example on docs

  #3581 opened 3 months ago by hongfanmeng
  1

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  #3587 opened 2 months ago by joe-jhou2
  0

• ENH: Integrate Fasttreeshap speedup into SHAP

  #3577 opened 3 months ago by ReinierKoops
  2

• CI failing on tensorflow 2.16+ due to incompatibility between transformers & keras V3

  #3562 opened 3 months ago by connortann
  0

• ENH: Display worst features with barplot

  #3569 opened 3 months ago by oasidorshin
  0

• BUG: Output 0 of BackwardHookFunctionBackward is a view and is being modified inplace. This view was created inside a custom Function (or because an input was returned as-is) and the autograd logic to handle view+inplace would override the custom backward associated with the custom Function, leading to incorrect gradients. This behavior is forbidden. You can fix this by cloning the output of the custom Functio

  #3565 opened 3 months ago by bedanar
  3

• ENH: Limiting number of CPU cores used by shap

  #3548 opened 3 months ago by hungngocphat01
  4

• BUG: Waterfall feature names IndexError

  #3553 opened 3 months ago by LukeHankey
  1

• BUG: DeepExplainer throws error when using `__call__`

  #3557 opened 3 months ago by CloseChoice
  0

• CIBuildWheel failing on windows runners

  #3539 opened 3 months ago by connortann
  0