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Upgraded min black to 26.3.1 and min python to 310 #14

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Merged
Ritunjai-Sharma merged 4 commits into from
Mar 30, 2026
Merged

Upgraded min black to 26.3.1 and min python to 310 #14

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4f213ea
Upgraded instances of black package in the repo to 26.3.1 and above
Ritunjai-Sharma Mar 26, 2026
ee1dd36
Remove 3.9 from repo and use 3.10 instead
Ritunjai-Sharma Mar 26, 2026
e3432a8
Re-ran example notebooks using python 3.10
Ritunjai-Sharma Mar 26, 2026
3488005
Updated Changelog
Ritunjai-Sharma Mar 27, 2026
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4 changes: 2 additions & 2 deletions .github/workflows/python-package.yml
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Expand Up @@ -19,7 +19,7 @@ jobs:
runs-on: "ubuntu-22.04"
strategy:
matrix:
python-version: ["3.9", "3.10", "3.11", "3.12"]
python-version: ["3.10", "3.11", "3.12"]

steps:

Expand Down Expand Up @@ -54,7 +54,7 @@ jobs:
runs-on: "ubuntu-22.04"
strategy:
matrix:
python-version: ["3.9"]
python-version: ["3.10"]

steps:
- uses: actions/checkout@v3
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2 changes: 1 addition & 1 deletion .pre-commit-config.yaml
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Expand Up @@ -28,4 +28,4 @@ repos:
- id: blacken-docs
args: [--skip-errors]
additional_dependencies:
- black==22.12.0
- black==26.3.1
2 changes: 1 addition & 1 deletion .readthedocs.yaml
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Expand Up @@ -6,7 +6,7 @@ version: 2
build:
os: ubuntu-22.04
tools:
python: "3.9"
python: "3.10"

sphinx:
configuration: docs/source/conf.py
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11 changes: 9 additions & 2 deletions CHANGELOG.rst
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Expand Up @@ -16,7 +16,14 @@ Subsections for each version can be one of the following;

Each individual change should have a link to the pull request after the description of the change.

1.0.1 (unreleased)
2.0.0 (unreleased)
------------------

Changed
^^^^^^^
- chore: bump minimum python to 310, upgrade black for security fix (need for py310 forced a major version upgrade)

1.1.1 (2024-03-26)
------------------

Changed
Expand All @@ -27,7 +34,7 @@ Changed
- Fixed spelling mistakes and removed stale tubular references (https://github.com/azukds/model_interpreter/pull/8)
- Added example doctests to interpreter.py (https://github.com/azukds/model_interpreter/pull/10)

1.0.0 (2024-08-06)
1.1.0 (2024-11-28)
-------------------

Added
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2 changes: 1 addition & 1 deletion docs/requirements.txt
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Expand Up @@ -9,7 +9,7 @@ pytest-benchmark
bandit>=1.7.0
hypothesis==6.53.0
mypy==0.971
black==22.3.0
black>=26.3.1
flake8==5.0.4
pluggy==1.0.0
pre-commit==2.15.0
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458 changes: 441 additions & 17 deletions examples/Random_Forest/binary_classification.ipynb
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460 changes: 442 additions & 18 deletions examples/Random_Forest/multiclass_classification.ipynb
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48 changes: 34 additions & 14 deletions examples/XGB/example.ipynb
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Expand Up @@ -23,7 +23,16 @@
"start_time": "2024-04-08T15:42:38.382943Z"
}
},
"outputs": [],
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/vscode/.local/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
" from .autonotebook import tqdm as notebook_tqdm\n"
]
}
],
"source": [
"import xgboost as xgb\n",
"\n",
Expand Down Expand Up @@ -224,7 +233,18 @@
"start_time": "2024-04-08T15:42:40.892321Z"
}
},
"outputs": [],
"outputs": [
{
"data": {
"text/plain": [
"<shap.explainers._tree.TreeExplainer at 0x7b2f899041f0>"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"single_model_contribution.fit(xgb_model)"
]
Expand Down Expand Up @@ -286,7 +306,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[{'Name': 'MedInc', 'Value': -0.7173248529}, {'Name': 'Latitude', 'Value': -0.2954589427}, {'Name': 'AveOccup', 'Value': -0.2584415674}, {'Name': 'Longitude', 'Value': -0.194666937}, {'Name': 'AveRooms', 'Value': 0.0455645546}, {'Name': 'HouseAge', 'Value': -0.0052499785}, {'Name': 'AveBedrms', 'Value': -0.0039967196}, {'Name': 'Population', 'Value': -0.0015882736}]\n"
"[{'Name': 'MedInc', 'Value': -0.7147319912910461}, {'Name': 'AveOccup', 'Value': -0.2794199883937836}, {'Name': 'Latitude', 'Value': -0.2189369648694992}, {'Name': 'Longitude', 'Value': -0.1587740033864975}, {'Name': 'AveRooms', 'Value': 0.0441824235022068}, {'Name': 'Population', 'Value': -0.0064344312995672}, {'Name': 'HouseAge', 'Value': -0.0029389760456979}, {'Name': 'AveBedrms', 'Value': -0.0014929284807295}]\n"
]
}
],
Expand All @@ -311,7 +331,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[{'MedInc': (1.6812, -0.71732485)}, {'Latitude': (36.06, -0.29545894)}, {'AveOccup': (3.8774373259052926, -0.25844157)}, {'Longitude': (-119.01, -0.19466694)}, {'AveRooms': (4.192200557103064, 0.045564555)}, {'HouseAge': (25.0, -0.0052499785)}, {'AveBedrms': (1.0222841225626742, -0.0039967196)}, {'Population': (1392.0, -0.0015882736)}]\n"
"[{'MedInc': (np.float64(1.6812), -0.7147319912910461)}, {'AveOccup': (np.float64(3.8774373259052926), -0.2794199883937836)}, {'Latitude': (np.float64(36.06), -0.2189369648694992)}, {'Longitude': (np.float64(-119.01), -0.1587740033864975)}, {'AveRooms': (np.float64(4.192200557103064), 0.0441824235022068)}, {'Population': (np.float64(1392.0), -0.0064344312995672)}, {'HouseAge': (np.float64(25.0), -0.0029389760456979)}, {'AveBedrms': (np.float64(1.0222841225626742), -0.0014929284807295)}]\n"
]
}
],
Expand Down Expand Up @@ -343,7 +363,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[{'Name': 'MedInc feature', 'Value': -0.7173248529}, {'Name': 'Latitude of location', 'Value': -0.2954589427}, {'Name': 'Average occupation', 'Value': -0.2584415674}, {'Name': 'Longitude of location', 'Value': -0.194666937}, {'Name': 'Average number of rooms', 'Value': 0.0455645546}, {'Name': 'Age of house', 'Value': -0.0052499785}, {'Name': 'Average number of bedrooms', 'Value': -0.0039967196}, {'Name': 'Population feature', 'Value': -0.0015882736}]\n"
"[{'Name': 'MedInc feature', 'Value': -0.7147319912910461}, {'Name': 'Average occupation', 'Value': -0.2794199883937836}, {'Name': 'Latitude of location', 'Value': -0.2189369648694992}, {'Name': 'Longitude of location', 'Value': -0.1587740033864975}, {'Name': 'Average number of rooms', 'Value': 0.0441824235022068}, {'Name': 'Population feature', 'Value': -0.0064344312995672}, {'Name': 'Age of house', 'Value': -0.0029389760456979}, {'Name': 'Average number of bedrooms', 'Value': -0.0014929284807295}]\n"
]
}
],
Expand Down Expand Up @@ -386,7 +406,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[{'Name': 'MedInc feature', 'Value': -0.7173248529}, {'Name': 'Location', 'Value': -0.4901258796}, {'Name': 'Average occupation', 'Value': -0.2584415674}, {'Name': 'Number of rooms', 'Value': 0.0455645546}, {'Name': 'Age of house', 'Value': -0.0052499785}, {'Name': 'Number of bedrooms', 'Value': -0.0039967196}, {'Name': 'Population feature', 'Value': -0.0015882736}]\n"
"[{'Name': 'MedInc feature', 'Value': -0.7147319912910461}, {'Name': 'Location', 'Value': -0.3777109682559967}, {'Name': 'Average occupation', 'Value': -0.2794199883937836}, {'Name': 'Number of rooms', 'Value': 0.0441824235022068}, {'Name': 'Population feature', 'Value': -0.0064344312995672}, {'Name': 'Age of house', 'Value': -0.0029389760456979}, {'Name': 'Number of bedrooms', 'Value': -0.0014929284807295}]\n"
]
}
],
Expand Down Expand Up @@ -436,7 +456,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[{'Name': 'MedInc feature', 'Value': -0.7173248529}, {'Name': 'Latitude of location', 'Value': -0.2954589427}, {'Name': 'Average occupation', 'Value': -0.2584415674}, {'Name': 'Longitude of location', 'Value': -0.194666937}, {'Name': 'Average number of rooms', 'Value': 0.0455645546}]\n"
"[{'Name': 'MedInc feature', 'Value': -0.7147319912910461}, {'Name': 'Average occupation', 'Value': -0.2794199883937836}, {'Name': 'Latitude of location', 'Value': -0.2189369648694992}, {'Name': 'Longitude of location', 'Value': -0.1587740033864975}, {'Name': 'Average number of rooms', 'Value': 0.0441824235022068}]\n"
]
}
],
Expand All @@ -461,7 +481,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[{'Name': 'Average number of rooms', 'Value': 0.0455645546}, {'Name': 'Population feature', 'Value': -0.0015882736}, {'Name': 'Average number of bedrooms', 'Value': -0.0039967196}, {'Name': 'Age of house', 'Value': -0.0052499785}, {'Name': 'Longitude of location', 'Value': -0.194666937}, {'Name': 'Average occupation', 'Value': -0.2584415674}, {'Name': 'Latitude of location', 'Value': -0.2954589427}, {'Name': 'MedInc feature', 'Value': -0.7173248529}]\n"
"[{'Name': 'Average number of rooms', 'Value': 0.0441824235022068}, {'Name': 'Average number of bedrooms', 'Value': -0.0014929284807295}, {'Name': 'Age of house', 'Value': -0.0029389760456979}, {'Name': 'Population feature', 'Value': -0.0064344312995672}, {'Name': 'Longitude of location', 'Value': -0.1587740033864975}, {'Name': 'Latitude of location', 'Value': -0.2189369648694992}, {'Name': 'Average occupation', 'Value': -0.2794199883937836}, {'Name': 'MedInc feature', 'Value': -0.7147319912910461}]\n"
]
}
],
Expand All @@ -486,7 +506,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[{'Name': 'MedInc feature', 'Value': -0.7173248529}, {'Name': 'Latitude of location', 'Value': -0.2954589427}, {'Name': 'Average occupation', 'Value': -0.2584415674}, {'Name': 'Longitude of location', 'Value': -0.194666937}, {'Name': 'Age of house', 'Value': -0.0052499785}, {'Name': 'Average number of bedrooms', 'Value': -0.0039967196}, {'Name': 'Population feature', 'Value': -0.0015882736}, {'Name': 'Average number of rooms', 'Value': 0.0455645546}]\n"
"[{'Name': 'MedInc feature', 'Value': -0.7147319912910461}, {'Name': 'Average occupation', 'Value': -0.2794199883937836}, {'Name': 'Latitude of location', 'Value': -0.2189369648694992}, {'Name': 'Longitude of location', 'Value': -0.1587740033864975}, {'Name': 'Population feature', 'Value': -0.0064344312995672}, {'Name': 'Age of house', 'Value': -0.0029389760456979}, {'Name': 'Average number of bedrooms', 'Value': -0.0014929284807295}, {'Name': 'Average number of rooms', 'Value': 0.0441824235022068}]\n"
]
}
],
Expand Down Expand Up @@ -518,7 +538,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"{'MedInc feature': -0.71732485, 'Latitude of location': -0.29545894, 'Average occupation': -0.25844157, 'Longitude of location': -0.19466694, 'Average number of rooms': 0.045564555}\n"
"{'MedInc feature': -0.7147319912910461, 'Average occupation': -0.2794199883937836, 'Latitude of location': -0.2189369648694992, 'Longitude of location': -0.1587740033864975, 'Average number of rooms': 0.0441824235022068}\n"
]
}
],
Expand All @@ -543,7 +563,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[('MedInc feature', -0.71732485), ('Latitude of location', -0.29545894), ('Average occupation', -0.25844157), ('Longitude of location', -0.19466694), ('Average number of rooms', 0.045564555)]\n"
"[('MedInc feature', -0.7147319912910461), ('Average occupation', -0.2794199883937836), ('Latitude of location', -0.2189369648694992), ('Longitude of location', -0.1587740033864975), ('Average number of rooms', 0.0441824235022068)]\n"
]
}
],
Expand All @@ -557,9 +577,9 @@
],
"metadata": {
"kernelspec": {
"display_name": "model_interpreter",
"display_name": "Python 3",
"language": "python",
"name": "model_interpreter"
"name": "python3"
},
"language_info": {
"codemirror_mode": {
Expand All @@ -571,7 +591,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.16"
"version": "3.10.12"
},
"toc": {
"base_numbering": 1,
Expand Down
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