SeldonIO · RobertSamoilescu · Dec 5, 2024 · Dec 5, 2024
diff --git a/.github/workflows/test_all_notebooks.yml b/.github/workflows/test_all_notebooks.yml
@@ -20,7 +20,7 @@ jobs:
       fail-fast: false  # Continue to run other builds despite a failure
       matrix:
         os: [ubuntu-latest]
-        python-version: [ '3.8', '3.9', '3.10', '3.11' ]
+        python-version: [ '3.9', '3.10', '3.11' ]
         include: # Run windows tests on only one python version
           - os: windows-latest
             python-version:  '3.11'

diff --git a/.github/workflows/test_changed_notebooks.yml b/.github/workflows/test_changed_notebooks.yml
@@ -27,7 +27,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-        python-version: [ '3.8', '3.9', '3.10', '3.11' ]
+        python-version: [ '3.9', '3.10', '3.11' ]
         include: # Run windows tests on only one python version
           - os: windows-latest
             python-version:  '3.11'

diff --git a/doc/source/examples/ale_regression_california.ipynb b/doc/source/examples/ale_regression_california.ipynb
diff --git a/doc/source/examples/anchor_image_imagenet.ipynb b/doc/source/examples/anchor_image_imagenet.ipynb
@@ -289,7 +289,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   },
   "varInspector": {
    "cols": {

diff --git a/doc/source/examples/anchor_tabular_adult.ipynb b/doc/source/examples/anchor_tabular_adult.ipynb
@@ -466,7 +466,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   },
   "varInspector": {
    "cols": {

diff --git a/doc/source/examples/anchor_tabular_iris.ipynb b/doc/source/examples/anchor_tabular_iris.ipynb
@@ -228,7 +228,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/anchor_text_movie.ipynb b/doc/source/examples/anchor_text_movie.ipynb
@@ -739,7 +739,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -753,7 +753,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.16"
+   "version": "3.10.14"
   },
   "varInspector": {
    "cols": {

diff --git a/doc/source/examples/cem_mnist.ipynb b/doc/source/examples/cem_mnist.ipynb
@@ -661,7 +661,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/cf_mnist.ipynb b/doc/source/examples/cf_mnist.ipynb
@@ -591,7 +591,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   },
   "varInspector": {
    "cols": {

diff --git a/doc/source/examples/cfproto_cat_adult_ohe.ipynb b/doc/source/examples/cfproto_cat_adult_ohe.ipynb
@@ -998,7 +998,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "venv",
    "language": "python",
    "name": "python3"
   },
@@ -1012,7 +1012,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.15"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/cfproto_cat_adult_ord.ipynb b/doc/source/examples/cfproto_cat_adult_ord.ipynb
@@ -642,7 +642,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/cfproto_mnist.ipynb b/doc/source/examples/cfproto_mnist.ipynb
@@ -1052,7 +1052,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/cfrl_adult.ipynb b/doc/source/examples/cfrl_adult.ipynb
@@ -1609,7 +1609,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/cfrl_mnist.ipynb b/doc/source/examples/cfrl_mnist.ipynb
@@ -743,7 +743,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/integrated_gradients_imagenet.ipynb b/doc/source/examples/integrated_gradients_imagenet.ipynb
@@ -397,7 +397,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/integrated_gradients_imdb.ipynb b/doc/source/examples/integrated_gradients_imdb.ipynb
@@ -552,7 +552,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/integrated_gradients_mnist.ipynb b/doc/source/examples/integrated_gradients_mnist.ipynb
@@ -385,7 +385,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/integrated_gradients_transformers.ipynb b/doc/source/examples/integrated_gradients_transformers.ipynb
@@ -1047,7 +1047,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.5"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/linearity_measure_fashion_mnist.ipynb b/doc/source/examples/linearity_measure_fashion_mnist.ipynb
@@ -553,7 +553,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/linearity_measure_iris.ipynb b/doc/source/examples/linearity_measure_iris.ipynb
@@ -642,7 +642,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/overview.ipynb b/doc/source/examples/overview.ipynb
@@ -1580,7 +1580,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/pd_variance_regression_friedman.ipynb b/doc/source/examples/pd_variance_regression_friedman.ipynb
diff --git a/doc/source/examples/pdp_regression_bike.ipynb b/doc/source/examples/pdp_regression_bike.ipynb
diff --git a/doc/source/examples/protoselect_adult_cifar10.ipynb b/doc/source/examples/protoselect_adult_cifar10.ipynb
@@ -1276,7 +1276,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.12"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/similarity_explanations_20ng.ipynb b/doc/source/examples/similarity_explanations_20ng.ipynb
@@ -1035,7 +1035,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/similarity_explanations_imagenet.ipynb b/doc/source/examples/similarity_explanations_imagenet.ipynb
@@ -628,7 +628,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/similarity_explanations_mnist.ipynb b/doc/source/examples/similarity_explanations_mnist.ipynb
@@ -576,7 +576,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/examples/trustscore_iris.ipynb b/doc/source/examples/trustscore_iris.ipynb
diff --git a/doc/source/examples/xgboost_model_fitting_adult.ipynb b/doc/source/examples/xgboost_model_fitting_adult.ipynb
diff --git a/doc/source/methods/Anchors.ipynb b/doc/source/methods/Anchors.ipynb
@@ -649,7 +649,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   },
   "varInspector": {
    "cols": {

diff --git a/doc/source/methods/CEM.ipynb b/doc/source/methods/CEM.ipynb
@@ -343,7 +343,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   },
   "varInspector": {
    "cols": {

diff --git a/doc/source/methods/CF.ipynb b/doc/source/methods/CF.ipynb
@@ -279,7 +279,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   },
   "varInspector": {
    "cols": {

diff --git a/doc/source/methods/CFProto.ipynb b/doc/source/methods/CFProto.ipynb
@@ -387,7 +387,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   },
   "varInspector": {
    "cols": {

diff --git a/doc/source/methods/CFRL.ipynb b/doc/source/methods/CFRL.ipynb
@@ -579,7 +579,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/methods/IntegratedGradients.ipynb b/doc/source/methods/IntegratedGradients.ipynb
@@ -254,7 +254,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/methods/KernelSHAP.ipynb b/doc/source/methods/KernelSHAP.ipynb
@@ -778,7 +778,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   },
   "varInspector": {
    "cols": {

diff --git a/doc/source/methods/LinearityMeasure.ipynb b/doc/source/methods/LinearityMeasure.ipynb
@@ -222,7 +222,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
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diff --git a/doc/source/methods/PartialDependence.ipynb b/doc/source/methods/PartialDependence.ipynb
@@ -276,7 +276,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/methods/PartialDependenceVariance.ipynb b/doc/source/methods/PartialDependenceVariance.ipynb
@@ -642,7 +642,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.12"
+   "version": "3.10.14"
   }
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diff --git a/doc/source/methods/PermutationImportance.ipynb b/doc/source/methods/PermutationImportance.ipynb
@@ -485,7 +485,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
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diff --git a/doc/source/methods/ProtoSelect.ipynb b/doc/source/methods/ProtoSelect.ipynb
@@ -293,7 +293,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
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diff --git a/doc/source/methods/Similarity.ipynb b/doc/source/methods/Similarity.ipynb
@@ -259,7 +259,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,

diff --git a/doc/source/methods/TreeSHAP.ipynb b/doc/source/methods/TreeSHAP.ipynb
@@ -866,7 +866,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
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   "varInspector": {
    "cols": {

diff --git a/doc/source/methods/TrustScores.ipynb b/doc/source/methods/TrustScores.ipynb
@@ -146,7 +146,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.10.14"
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