shap/shap

Issues

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

  #3668 opened a month ago by Caster12
  2

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

  #3630 opened 2 months ago by cconsta1
  5

• ENH: integrated gradients

  #3671 opened 7 days ago by Jason-gsy
  1

• BUG: Background dataset subsampling

  #3680 opened 22 days ago by rozeni89
  4

• Support tf 2.16 and keras 3

  #3672 opened 13 days ago by MatheMax
  4

• BUG: AssertionError, the SHAP explanations do not sum up to the model's output!

  #3679 opened 22 days ago by joao-ferreira-dc
  0

• BUG: AttributeError: 'tuple' object has no attribute 'as_list' (tensorflow 2.15.0)

  #3681 opened 21 days ago by htrier
  2

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

  #3645 opened a month ago by Amirhossein4096
  5

• BUG: Custom masker offset is not working properly

  #3674 opened a month ago by adamwawrzynski
  0

• BUG: 0.45.0 update breaks pytorch example on docs

  #3581 opened a month ago by hongfanmeng
  1

• Key not found with shap.TreeExplainer and XGBRegressor

  #3665 opened a month ago by frizfealer
  1

• BUG: shap.plots.bar(shap_values) TypeError

  #3673 opened a month ago by JeroenWalchenbach
  0

• BUG: Error with SHAP Partial Dependence Plot: ValueError: DataFrame.dtypes for data must be int, float, bool or category

  #3670 opened a month ago by mattharrison
  0

• 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 2 months 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 a month ago by craftsliu
  1

• ENH: Python 3.13 Support

  #3663 opened a month ago by CloseChoice
  0

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

  #3605 opened 3 months ago by AmishFaldu
  2

• Demangle pytorch and tensorflow dependencies

  #3662 opened a month 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 2 months ago by iou0515
  1

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

  #3660 opened a month ago by shafikrony
  1

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

  #3656 opened a month ago by Jeremy98-alt
  4

• Question: Using SHAP with GPT-4 via API

  #3615 opened a month ago by dyomed93
  2

• BUG: Warning: unrecognized nn.Module: Chomp1d

  #3618 opened 2 months ago by xiaonig
  2

• BUG: Additivity check failed

  #3657 opened a month ago by Addicted-to-coding
  1

• [Meta-issue] Release 0.45.1

  #3640 opened 2 months ago by connortann
  5

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

  #3651 opened a month ago by amitsaha
  4

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

  #3646 opened 2 months ago by madakkmi
  1

• Questions: question about SamplingExplainer

  #3654 opened a month ago by vectorsss
  1

• Support for KerasClassifier

  #3647 opened 2 months ago by msabanluc
  1

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

  #3643 opened 2 months ago by Saltsmart
  1

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

  #3611 opened 2 months ago by ibpme
  0

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

  #3579 opened 2 months ago by bastienqb
  4

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

  #3631 opened 2 months ago by bewygs
  0

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

  #3634 opened 2 months ago by TacticalChipi
  1

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

  #3619 opened 2 months 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 3 months ago by MingqiFANG
  1

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

  #3601 opened 3 months ago by sambaths
  3

• BUG: Error using Falcon for text-generation

  #3589 opened 3 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 3 months ago by hex-plex
  0

• BUG: Error when using DeepExplainer on LSTM Model

  #3593 opened 3 months ago by jgolliher
  1

• Allow shap to take list or dict as input

  #3572 opened 3 months ago by JonathanBhimani-Burrows
  3

• x

  #3587 opened 3 months ago by joe-jhou2
  0

• ENH: Integrate Fasttreeshap speedup into SHAP

  #3577 opened 3 months ago by ReinierKoops
  2