Objective Functions Python Packages

surfaces

Standardized test-functions for optimization algorithms and machine-learning

gkls

pyGKLS is a Python wrapper for the GKLS generator of global optimization test functions (Giavano et al., 2003).

beta-divergence-metrics

NumPy and PyTorch implementations of the beta-divergence loss.

surfaces-dashboard

Standardized test-functions for optimization algorithms and machine-learning

surfaces-onnx-files

Standardized test-functions for optimization algorithms and machine-learning

surfaces-cec-data

Standardized test-functions for optimization algorithms and machine-learning

gradient-free-objective-functions

A collection and visualization of black-box objective functions

pytorch-beta-divergence

PyTorch implementations of the beta divergence loss.