Python implementation of Transfer Learning Under Conditional Shift Based on Fuzzy Residual for regression transfer.
- skfuzzy is necessary for fuzzy parition
pip install scikit-fuzzy
- demon_curve.py is the curve demon. Given the source model and few targe data, the predicted target model ResTL(LS) and ResTL(RD) will be given.
- demon_live.py is a live demon, you can select any number of target data with mouse.
- demon_dataset.py is the demon for Kin dataset
If you use this code for your research, please cite our papers.
@inproceedings{
title={ Transfer Learning Under Conditional Shift Based on Fuzzy Residual},
author={G. Chen, Y. Li, X. Liu},
booktitle={IEEE Transactions on Cybernetics},
year={2019},
url={(https://ieeexplore.ieee.org/document/9097377},
}