benchmarks

class thefittest.benchmarks.Ackley

Methods

__call__(x)

Call self as a function.

build_grid
f

f(x: ndarray[Any, dtype[float64]]) → ndarray[Any, dtype[float64]]

class thefittest.benchmarks.BanknoteDataset

Lohweg,Volker. (2013). banknote authentication. UCI Machine Learning Repository. https://doi.org/10.24432/C55P57.

Methods

get_X
get_X_names
get_y
get_y_names

class thefittest.benchmarks.BreastCancerDataset

Wolberg,William, Mangasarian,Olvi, Street,Nick, and Street,W.. (1995). Breast Cancer Wisconsin (Diagnostic). UCI Machine Learning Repository. https://doi.org/10.24432/C5DW2B.

Methods

get_X
get_X_names
get_y
get_y_names

class thefittest.benchmarks.CreditRiskDataset

https://www.kaggle.com/datasets/upadorprofzs/credit-risk

Methods

get_X
get_X_names
get_y
get_y_names

class thefittest.benchmarks.DigitsDataset

Alpaydin,E. and Kaynak,C.. (1998). Optical Recognition of Handwritten Digits. UCI Machine Learning Repository. https://doi.org/10.24432/C50P49.

Methods

get_X
get_X_names
get_y
get_y_names

class thefittest.benchmarks.Griewank

Methods

__call__(x)

Call self as a function.

build_grid
f

f(x: ndarray[Any, dtype[float64]]) → ndarray[Any, dtype[float64]]

class thefittest.benchmarks.HighConditionedElliptic

Methods

__call__(x)

Call self as a function.

build_grid
f

f(x: ndarray[Any, dtype[float64]]) → ndarray[Any, dtype[float64]]

class thefittest.benchmarks.IrisDataset

Fisher R. A.. (1988). Iris. UCI Machine Learning Repository. https://doi.org/10.24432/C56C76.

Methods

get_X
get_X_names
get_y
get_y_names

class thefittest.benchmarks.OneMax

Methods

__call__(x)

Call self as a function.

build_grid
f

f(x: ndarray[Any, dtype[float64]]) → ndarray[Any, dtype[float64]]

class thefittest.benchmarks.Rastrigin

Methods

__call__(x)

Call self as a function.

build_grid
f

f(x: ndarray[Any, dtype[float64]]) → ndarray[Any, dtype[float64]]

class thefittest.benchmarks.Rosenbrock

Methods

__call__(x)

Call self as a function.

build_grid
f

f(x: ndarray[Any, dtype[float64]]) → ndarray[Any, dtype[float64]]

class thefittest.benchmarks.Schwefe1_2

Methods

__call__(x)

Call self as a function.

build_grid
f

f(x: ndarray[Any, dtype[float64]]) → ndarray[Any, dtype[float64]]

class thefittest.benchmarks.Sphere

Methods

__call__(x)

Call self as a function.

build_grid
f

f(x: ndarray[Any, dtype[float64]]) → ndarray[Any, dtype[float64]]

class thefittest.benchmarks.UserKnowladgeDataset

Kahraman,Hamdi, Colak,Ilhami, and Sagiroglu,Seref. (2013). User Knowledge Modeling. UCI Machine Learning Repository. https://doi.org/10.24432/C5231X.

Methods

get_X
get_X_names
get_y
get_y_names

class thefittest.benchmarks.Weierstrass

Methods

__call__(x)

Call self as a function.

build_grid
f

f(x: ndarray[Any, dtype[float64]]) → ndarray[Any, dtype[float64]]

class thefittest.benchmarks.WineDataset

Aeberhard,Stefan and Forina,M.. (1991). Wine. UCI Machine Learning Repository. https://doi.org/10.24432/C5PC7J.

Methods

get_X
get_X_names
get_y
get_y_names