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🦎 Core Utilities Restructure & LES/LGA Ckpt Loading Fix

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@RobertTLange RobertTLange released this 05 Nov 00:54
· 24 commits to main since this release
Added
  • Adds string fitness_trafo option to FitnessShaper (e.g. z_score, etc.).
  • Adds sigma_meta as kwarg to SAMR_GA and GESMR_GA.
  • Adds sigma_init as kwarg to LGA and LES.
  • Adds Noise-Reuse ES - NoiseReuseES - (Li et al., 2023) as a generalization of PES.
  • Fix LES evolution path calculation and re-ran meta-training for checkpoint.
Fixed
  • Fixed error in LGA resulting from elite_ratio=0.0 in sampling operator logit squeeze.
  • Fixed range normalization in fitness transformation - range_norm_trafo - Thank you @yudonglee
Changed
  • Refactored core modules and utilities. Learned evolution utilities now in subdirectory.