v0.5.1

0.5.1 (2026-03-14)

Bug Fixes

• ci: resolve all pipeline failures (eb94af5)
• correctness of mlp_surrogate (af1f59e)
• problem with scipy's DE bound handling (bf5f2dd)
• surrogate+test: vectorise MC dropout predict and fix timing assertions (18d0749)
• test: correct skip reason for test_mlp_surrogate_uncertainty_in_loop (129325a)

Performance Improvements

• acquisition: vectorise DE and tricands — 18× speedup for slow surrogates (8870a51)