rebase upstream Jul 31 #2
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…access Fix metadata field access in PromptSampler (#203)
Fix algotune parsing config
clarify prompt design
refactor prompt templates
…prog-calculation Update controller.py
feat: ${VAR} for API key configuration
Change config.yaml for function_minimization to use Gemini by default.
…-pattern Add configurable diff_pattern
Previously, when a new child_program was generated, the population counter of the current island was incremented instead of the child_program's actual island. This change updates the logic to increment the population of the child_program's assigned island. As part of this fix, the unused current_island_counter and program_per_island configuration were removed. Fixes #351
Fix island population counting per child program
…ease bump version for new release
Refactor: Simplify `Config.from_dict` with `dacite` and integrate pre-commit
- Refactor hardcoded strings in PromptSampler class to use template manager for localized fragments - Modify format_feature_coordinates function to return empty string instead of fixed text when no feature coordinates are available - Update fragments.json to add new template fragment
…-circle-example Feat update circle example
…-circle-example Feat update circle example
refactor(prompt): Replace hardcoded strings with template fragments
Introduces a RICH_FEEDBACK=1 mode that provides detailed feedback on which modules are correct or incorrect, along with actionable hints. Updates the evaluator and iterative agent to support and display this feedback, and documents the new mode and its impact in the README.
…ch-feedback-example Add rich feedback mode to k_module_problem example
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