更新Prompt相关readme

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Yizhou Chi 2024-09-05 14:30:36 +08:00
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@ -33,15 +33,17 @@ ### Budget
实验轮次 k = 10, 20
### 提示词使用
### Prompt Usage
- 通过执行`dataset.py`中的`generate_task_requirement`函数获取提示词
- 每一个数据集里有`dataset_info.json`里面的内容需要提供给baselines以保证公平
- 非DI-based方法设置`is_di=False`
- `data_config``utils.DATA_CONFIG`
- 每一个数据集里有`dataset_info.json`里面的内容需要提供给baselines以保证公平`generate_task_requirement`已经默认提供)
## 3. Evaluation
运行各个框架运行后框架需要提供Dev和Test的`dev_predictions.csv``test_predictions.csv` column name为target
运行各个框架运行后框架需要提供Dev和Test的`dev_predictions.csv``test_predictions.csv`每个csv文件只需要单个名为target的列
- 使用`CustomExperimenter`
```
@ -62,11 +64,6 @@ #### Setup
```
pip install -U pip
pip install -U setuptools wheel
CPU version of pytorch has smaller footprint - see installation instructions in
pytorch documentation - https://pytorch.org/get-started/locally/
pip install torch==2.3.1 torchvision==0.18.1 --index-url https://download.pytorch.org/whl/cpu
pip install autogluon
```
@ -105,11 +102,11 @@ #### Setup
#### Run
- `python run_experiment.py --exp_mode mcts --task titanic --rollout 5`
- `python run_experiment.py --exp_mode mcts --task titanic --rollout 10`
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`
- `python run_experiment.py --exp_mode mcts --task househouse_prices --rollout 10 --low_is_better`