xuangu-fang ef7a62fd7d feat: mcts policy based on trace scheduler (#1203) ...

* init mcts class

* full ver of MCTS

* auto-lint

* make MCTS feedback in exp-gen()

* refactor: move reset logic from Trace to ExpGen and update usage accordingly

* fix: reinitialize trace on consecutive errors in DataScienceRDLoop

* feat: add reset method to BaseScheduler and call in MCTSScheduler reset

* style: reorder imports for consistency and PEP8 compliance

* lint

* fix observe_feedback

* fix bug

* remove uncommited_rec_status

* more simple

* refactor: move commit observation logic to process_uncommitted_nodes method

* docs: add TODO comment about rule-based virtual root node expansion

* add score reward

* fix bug

* fix small bug

* lint

* change reward

* lint

---------

Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: jingyuanlm <842442862@qq.com>
Co-authored-by: amstrongzyf <amstrongzyf@126.com>

2025-10-17 16:21:39 +08:00

..

conf.py

feat: enable finetune llm (#1055)

2025-08-06 12:24:44 +08:00

developer.py

refactor: refactor core framework to better propogate feedbacks (#599)

2025-02-16 01:40:44 +08:00

evaluation.py

feat: fallback to acceptable results (#1129)

2025-07-31 17:53:18 +08:00

evolving_agent.py

feat: fallback to acceptable results (#1129)

2025-07-31 17:53:18 +08:00

evolving_framework.py

feat: fallback to acceptable results (#1129)

2025-07-31 17:53:18 +08:00

exception.py

feat: enhance timeout handling in CoSTEER and DataScience scenarios (#1150)

2025-08-04 17:44:51 +08:00

experiment.py

fix: prevent JSON content from being added multiple times during retries (#1255)

2025-10-02 09:45:58 +08:00

interactor.py

feat: add user interaction in data science scenario (#1251)

2025-09-18 11:10:12 +08:00

knowledge_base.py

feat: a unified CoSTEER to fit more scenarios (#491)

2024-11-25 16:27:34 +08:00

prompts.py

feat: Initial version if Graph RAG in KAGGLE scenario (#301)

2024-09-23 19:32:01 +08:00

proposal.py

feat: mcts policy based on trace scheduler (#1203)

2025-10-17 16:21:39 +08:00

scenario.py

fix: refine prompt, equal lightgbm, discourage over hypertuning (#1072)

2025-07-15 21:58:19 +08:00

utils.py

feat: add naive experiment generator and update proposal configurations (#759)

2025-04-07 13:01:29 +08:00