autofit_workspace_developer

Archived non-linear search implementations removed from PyAutoFit. These searches are preserved here so they are not lost and can still be used by advanced users.

Searches

UltraNest

Reactive nested sampling via UltraNest.

• Source: searches/ultranest/search.py
• Example: searches/ultranest/example.py

PySwarms

Particle swarm optimisation via PySwarms. Includes global-best and local-best variants.

• Source: searches/pyswarms/abstract.py, globe.py, local.py
• Example: searches/pyswarms/example.py

Requirements

These searches require autofit to be installed. They import from autofit.non_linear.search base classes.

pip install autofit
pip install ultranest    # for UltraNest
pip install pyswarms     # for PySwarms

Extracted From

PyAutoFit at commit on main branch, April 2026.