Skip to content

Add shekel function #15

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Closed
ZohaibHassan16 wants to merge 5 commits into from
Closed

Add shekel function #15

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
5 commits
Select commit Hold shift + click to select a range
7fe0480
Add LightGBM Regressor and Classifier test function
ZohaibHassan16 Jan 17, 2026
a7b3cb7
fix: resolve module export errors and generate docs
ZohaibHassan16 Jan 17, 2026
760d156
style: fic linting errors
ZohaibHassan16 Jan 17, 2026
ba5f791
docs: update parameter coverage
ZohaibHassan16 Jan 17, 2026
2ed3039
add shekel function
ZohaibHassan16 Jan 17, 2026
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
14 changes: 14 additions & 0 deletions docs/ML_PARAMETER_COVERAGE.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -66,4 +66,18 @@ python collect_ml_search_data.py --list

---

---

## LightGBM Classifier Function

**Function ID:** `lightgbm_classifier`

ℹ️ **Status:** Database exists but contains no data

## LightGBM Regressor Function

**Function ID:** `lightgbm_regressor`

ℹ️ **Status:** Database exists but contains no data

*Generated on 2025-08-09 14:19:51*
2 changes: 1 addition & 1 deletion docs/_generators/generate_diagrams.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -640,7 +640,7 @@ def main():
for filename, generator in generators.items():
content = generator()
output_path = DIAGRAMS_DIR / filename
output_path.write_text(content)
output_path.write_text(content, encoding="utf-8")
print(f" Generated: {filename}")


Expand Down
154 changes: 154 additions & 0 deletions docs/ml_parameter_coverage.json
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -235,6 +235,160 @@
]
}
}
}
}
,
"lightgbm_classifier": {
"default_ranges": {
"n_estimators": {
"type": "numeric",
"default_count": 29,
"default_values": ["10", "50", "100", "200", "500"],
"is_truncated": true
},
"learning_rate": {
"type": "numeric",
"default_count": 4,
"default_values": ["0.01", "0.05", "0.1", "0.3"],
"is_truncated": false
},
"num_leaves": {
"type": "numeric",
"default_count": 18,
"default_values": ["20", "31", "40", "50"],
"is_truncated": true
},
"max_depth": {
"type": "numeric",
"default_count": 18,
"default_values": ["-1", "5", "10", "15"],
"is_truncated": true
},
"min_child_samples": {
"type": "numeric",
"default_count": 19,
"default_values": ["10", "20", "30"],
"is_truncated": true
},
"subsample": {
"type": "numeric",
"default_count": 10,
"default_values": ["0.8", "0.9", "1.0"],
"is_truncated": false
},
"colsample_bytree": {
"type": "numeric",
"default_count": 10,
"default_values": ["0.8", "0.9", "1.0"],
"is_truncated": false
},
"reg_alpha": {
"type": "numeric",
"default_count": 6,
"default_values": ["0.0", "0.1", "0.5"],
"is_truncated": false
},
"reg_lambda": {
"type": "numeric",
"default_count": 5,
"default_values": ["0.0", "0.1", "0.5"],
"is_truncated": false
},
"dataset": {
"type": "categorical",
"default_count": 5,
"default_values": [
"<function digits_data at 0x77efe95d23e0>",
"<function wine_data at 0x77efe95d22a0>",
"<function iris_data at 0x77efe9257d80>"
],
"is_truncated": false
},
"cv": {
"type": "numeric",
"default_count": 4,
"default_values": [2, 3, 4, 5],
"is_truncated": false
}
},
"stored_ranges": {
"exists": true,
"message": "Database exists but contains no data"
}
},
"lightgbm_regressor": {
"default_ranges": {
"n_estimators": {
"type": "numeric",
"default_count": 29,
"default_values": ["10", "50", "100", "200", "500"],
"is_truncated": true
},
"learning_rate": {
"type": "numeric",
"default_count": 4,
"default_values": ["0.01", "0.05", "0.1", "0.3"],
"is_truncated": false
},
"num_leaves": {
"type": "numeric",
"default_count": 18,
"default_values": ["20", "31", "40", "50"],
"is_truncated": true
},
"max_depth": {
"type": "numeric",
"default_count": 18,
"default_values": ["-1", "5", "10", "15"],
"is_truncated": true
},
"min_child_samples": {
"type": "numeric",
"default_count": 19,
"default_values": ["10", "20", "30"],
"is_truncated": true
},
"subsample": {
"type": "numeric",
"default_values": ["0.8", "0.9", "1.0"],
"is_truncated": false
},
"colsample_bytree": {
"type": "numeric",
"default_count": 10,
"default_values": ["0.8", "0.9", "1.0"],
"is_truncated": false
},
"reg_alpha": {
"type": "numeric",
"default_count": 6,
"default_values": ["0.0", "0.1", "0.5"],
"is_truncated": false
},
"reg_lambda": {
"type": "numeric",
"default_count": 5,
"default_values": ["0.0", "0.1", "0.5"],
"is_truncated": false
},
"dataset": {
"type": "categorical",
"default_count": 5,
"default_values": [
"<function diabetes_data at 0x77efe92c8680>"
],
"is_truncated": false
},
"cv": {
"type": "numeric",
"default_count": 4,
"default_values": [2, 3, 4, 5],
"is_truncated": false
}
},
"stored_ranges": {
"exists": true,
"message": "Database exists but contains no data"
}
}
}
1 change: 1 addition & 0 deletions docs/requirements.txt
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@ numpy
pandas
scikit-learn
matplotlib
lightgbm

# For plot generation
plotly>=5.0
Expand Down
2 changes: 2 additions & 0 deletions src/surfaces/test_functions/algebraic/__init__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -69,6 +69,7 @@
standard_functions_1d,
standard_functions_2d,
standard_functions_nd,
ShekelFunction,
)

__all__ = [
Expand Down Expand Up @@ -108,6 +109,7 @@
"RosenbrockFunction",
"SphereFunction",
"StyblinskiTangFunction",
"ShekelFunction"
# Constrained
"CantileverBeamFunction",
"PressureVesselFunction",
Expand Down
4 changes: 4 additions & 0 deletions src/surfaces/test_functions/algebraic/standard/__init__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -42,6 +42,7 @@
RosenbrockFunction,
SphereFunction,
StyblinskiTangFunction,
ShekelFunction
)

__all__ = [
Expand Down Expand Up @@ -76,6 +77,7 @@
"RosenbrockFunction",
"SphereFunction",
"StyblinskiTangFunction",
"ShekelFunction"
]

standard_functions = [
Expand Down Expand Up @@ -110,6 +112,7 @@
RosenbrockFunction,
SphereFunction,
StyblinskiTangFunction,
ShekelFunction
]

standard_functions_1d = [
Expand Down Expand Up @@ -147,4 +150,5 @@
RosenbrockFunction,
SphereFunction,
StyblinskiTangFunction,
ShekelFunction
]
2 changes: 2 additions & 0 deletions src/surfaces/test_functions/algebraic/standard/test_functions_nd/__init__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -8,11 +8,13 @@
from .rosenbrock_function import RosenbrockFunction
from .sphere_function import SphereFunction
from .styblinski_tang_function import StyblinskiTangFunction
from .shekel_function import ShekelFunction

__all__ = [
"RastriginFunction",
"RosenbrockFunction",
"SphereFunction",
"StyblinskiTangFunction",
"GriewankFunction",
"ShekelFunction",
]
Loading
Loading