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Yizhou Chi f2603a9d31 remove deprecated comments		2024-09-02 16:51:33 +08:00
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insights	Rename insight generate to instruction generator	2024-09-02 09:59:47 +08:00
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data.yaml	1. change data.yaml to more generalized path	2024-08-30 16:59:38 +08:00
dataset.py	1. role.py - 如果已经有plan，便不再重复生成	2024-09-02 15:15:53 +08:00
datasets.yaml	add expo	2024-08-30 16:26:05 +08:00
MCTS.py	1. role.py - 如果已经有plan，便不再重复生成	2024-09-02 15:15:53 +08:00
README.md	1. add ml module	2024-09-02 14:07:14 +08:00
research_assistant.py	remove deprecated comments	2024-09-02 16:51:33 +08:00
run_exp_augmentation.py	1. Rewrite logger message	2024-09-02 10:21:30 +08:00
run_experiment.py	fix bug - make rollout more consistent	2024-08-30 20:35:17 +08:00
run_mcts.py	fix bug - make rollout more consistent	2024-08-30 20:35:17 +08:00
utils.py	add experimenter	2024-08-30 19:55:40 +08:00

README.md

Expo

Instruction

下载数据集：https://deepwisdom.feishu.cn/drive/folder/RVyofv9cvlvtxKdddt2cyn3BnTc?from=from_copylink

Examples

Run Base DI

python run_experiment.py --exp_mode base --task titanic

Run DI RandExp

Single insight python run_experiment.py --exp_mode aug --task titanic --aug_mode single
Set insight python run_experiment.py --exp_mode aug --task titanic --aug_mode set

Run DI MCTS

python run_experiment.py --exp_mode mcts --task titanic --rollout 5

If the dataset has reg metric, remember to use --low_is_better python run_experiment.py --exp_mode mcts --task househouse_prices --rollout 5 --low_is_better