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NexQuant/rdagent/scenarios/data_science/proposal/exp_gen/README.md
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you-n-g deb01ac5c1 docs: add README for exp_gen folder structure proposal (#1010)
* docs: add README for exp_gen folder structure proposal

* docs: update README with tool strategy and adjust folder structure

* docs: rename 'Tool strategy' section to 'Tools' in exp_gen README
2025-07-03 11:31:51 +08:00

898 B

Folder structure design

Concepts

When we are optimizing solutions, we have the following strategies.

  • draft: create a new solution
  • idea: propose an idea to improve solutions
  • merge: merge different solutions

Optimization is a long journey; we may switch between different strategies. These strategies are called routers.

  • router: a meta strategy to route between different strategies. Router may have different implementations.

Tools:

  • select: It provides features to be used by other strategies or steps.
    1. submit: before we end the optimization, we have to select the only one solution to submit.
    2. expand: we may have select one point to start the next expansion.

Suggest folder structure

So the suggested folder structure is:

- router/
- idea/
  - samll_step(or refine?).py
  - normal.py
- draft/
- merge/
- select/
  - expand.py
  - submit.py