pysisyphus

pysisyphus is used for minimization and mode following. Commit a4ce10dd, 2025-10-29.

Versions

Registry pins for this code.

Role	Ref	Commit	Source
minimization and mode following	master	a4ce10dd6d7f	https://github.com/eljost/pysisyphus

Best cost

A shorter bar is a lower cost on a log scale shared by the codes of this problem.

A shorter bar is a lower cost on a log scale shared by the codes of this problem.

Results

Ranked rows for this code, one version and one method on each row. PAR-2 counts a finished run as the calls it used and a failed run as twice the cap. An archived row shows the average it published, and its PAR-2 applies that rule to the failures the entry records. Scoring rules.

Every ranked row for this code. Select a column heading to sort.

Suite	Problem	Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
Lowest eigenvector	Lennard-Jones 38	pysisyphus (0.1.dev1) · Lanczos	Minimum mode	21	force calls	4017.14		22	22.195	0	0	crash 0, divergence 40, cap 0, wrong_stationary 0	200
Minimization	Lennard-Jones 38 clusters	pysisyphus (0.1.dev1) · conjugate gradient	Minimizers	66	force calls	15124.7		10000	7655.12	0	0	crash 0, divergence 0, cap 745, wrong_stationary 1	1000
Minimization	Lennard-Jones 38 clusters	pysisyphus (0.1.dev1) · steepest descent	Minimizers	67	force calls	16094.8		10000	8144.78	0	0	crash 0, divergence 0, cap 795, wrong_stationary 0	1000
Minimization	Lennard-Jones 38 clusters	pysisyphus (0.1.dev1) · L-BFGS	Minimizers	73	force calls	20000		10000	10000	0	0	crash 0, divergence 0, cap 1000, wrong_stationary 0	1000