├── .env.example ├── .gitignore ├── README.md ├── bench ├── dataclasses.py ├── datamodules.py ├── pipelines.py ├── searchers │ ├── __init__.py │ └── base.py └── utils.py ├── configs ├── lasr_gpt35.yaml ├── lasr_gpt4omini.yaml ├── lasr_llama31_8b.yaml ├── llmdirect_gpt35.yaml ├── llmdirect_gpt4omini.yaml ├── llmdirect_llama31_8b.yaml ├── llmdirect_llama31_8b_debug.yaml ├── llmsr_gpt35.yaml ├── llmsr_gpt4omini.yaml ├── llmsr_llama31_8b.yaml ├── sga_gpt35.yaml ├── sga_gpt4omini.yaml └── sga_llama31_8b.yaml ├── eval.py ├── example_script.sh ├── images ├── datagen.png └── task_sed.png ├── methods ├── lasr │ ├── feynman_hints.json │ ├── prompts │ │ ├── crossover_system.txt │ │ ├── crossover_user.txt │ │ ├── extract_idea_system.txt │ │ ├── extract_idea_user.txt │ │ ├── gen_random_system.txt │ │ ├── gen_random_user.txt │ │ ├── mutate_system.txt │ │ ├── mutate_user.txt │ │ ├── new_extract_idea_0_system.txt │ │ ├── new_extract_idea_1_user.txt │ │ ├── new_extract_idea_2_system.txt │ │ ├── new_extract_idea_3_user.txt │ │ ├── prompt_evol_system.txt │ │ └── prompt_evol_user.txt │ └── searcher.py ├── llmsr │ ├── buffer.py │ ├── code_manipulation.py │ ├── config.py │ ├── evaluator.py │ ├── evaluator_accelerate.py │ ├── pipeline.py │ ├── profile.py │ ├── sampler.py │ └── searcher.py └── sga_sr │ ├── .root │ ├── entry │ ├── sr_eval.py │ └── sr_train.py │ ├── searcher.py │ └── sga │ ├── __init__.py │ ├── agent │ ├── __init__.py │ ├── physicist.py │ └── prompts │ │ ├── base │ │ ├── code.md │ │ ├── epilogue.md │ │ ├── error.md │ │ ├── feedback.md │ │ ├── iteration.md │ │ └── prologue.md │ │ ├── elasticity │ │ ├── code_tmpl.py │ │ ├── context.md │ │ ├── format.md │ │ ├── system.md │ │ └── task.md │ │ ├── molecule │ │ ├── code_tmpl.py │ │ ├── context_gap.md │ │ ├── context_homo.md │ │ ├── context_lumo.md │ │ ├── example.py │ │ ├── format.md │ │ ├── system.md │ │ └── task.md │ │ ├── plasticity │ │ ├── code_tmpl.py │ │ ├── context.md │ │ ├── format.md │ │ ├── system.md │ │ └── task.md │ │ └── sr │ │ ├── code_prim.py │ │ ├── code_tmpl.py │ │ ├── context.md │ │ ├── format.md │ │ ├── system.md │ │ └── task.md │ ├── assets │ └── cube_10_uniform_0.5_0.5_0.5.npz │ ├── config │ ├── .gitignore │ ├── __init__.py │ ├── base.py │ ├── debug.py │ ├── default.py │ ├── eval.py │ ├── llm │ │ ├── __init__.py │ │ ├── anthropic.py │ │ ├── base.py │ │ ├── mistral.py │ │ └── openai.py │ ├── optim │ │ ├── __init__.py │ │ ├── adam.py │ │ └── base.py │ ├── physics │ │ ├── __init__.py │ │ ├── base.py │ │ ├── default.py │ │ ├── env │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── jelly.py │ │ │ ├── physics │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── corotated.py │ │ │ │ ├── identity.py │ │ │ │ ├── linear.py │ │ │ │ ├── neohookean.py │ │ │ │ ├── plasticine.py │ │ │ │ ├── rebuttal.py │ │ │ │ ├── sand.py │ │ │ │ ├── templates │ │ │ │ │ ├── corotated.py │ │ │ │ │ ├── identity.py │ │ │ │ │ ├── linear.py │ │ │ │ │ ├── neohookean.py │ │ │ │ │ ├── plasticine.py │ │ │ │ │ ├── rebuttal.py │ │ │ │ │ ├── sand.py │ │ │ │ │ └── water.py │ │ │ │ └── water.py │ │ │ ├── shape │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── cube.py │ │ │ │ └── cube_hd.py │ │ │ └── vel │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── mild.py │ │ │ │ └── strong.py │ │ ├── render │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── camera │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ └── sphere.py │ │ │ └── pv.py │ │ └── sim │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ └── low.py │ └── train.py │ ├── renderer │ ├── __init__.py │ ├── base.py │ └── pv.py │ ├── sim │ ├── __init__.py │ ├── base.py │ ├── data.py │ ├── interface.py │ ├── mpm.py │ └── preset.py │ ├── sr │ ├── __init__.py │ ├── dataclasses.py │ └── datamodules.py │ ├── utils │ ├── __init__.py │ ├── config_helper.py │ ├── exp_helper.py │ └── path_helper.py │ └── warp │ ├── __init__.py │ ├── svd.py │ ├── tape.py │ └── utils.py └── requirements.txt /.env.example: 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