ELLM-FT

This is the implementation code of the paper "[AAAI 2025] Evolutionary Large Language Model for Automated Feature Transformation"

Implementation

follow the instruction in /data/readme.md

python3 xxx/datacollection/rl_data_collector.py --file-name DATASETNAME

python3 xxx/llm_generation.py ---task_name DATASETNAME --task_type DATASETTYPE

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
__pycache__		__pycache__
data		data
datacollection		datacollection
.gitignore		.gitignore
Operation.py		Operation.py
README.md		README.md
download.sh		download.sh
experiment.sh		experiment.sh
island.py		island.py
llm_generation.py		llm_generation.py
tokenizer.model		tokenizer.model
tokenizer_checklist.chk		tokenizer_checklist.chk