Awesome
ARML (Automated Relational Meta-learning)
About
Source code<a href="#note1" id="note1ref"><sup>1</sup></a> of the paper Automated Relational Meta-learning
If you find this repository useful in your research, please cite the following paper:
@inproceedings{
yao2020automated,
title={Automated Relational Meta-learning},
author={Huaxiu Yao and Xian Wu and Zhiqiang Tao and Yaliang Li and Bolin Ding and Ruirui Li and Zhenhui Li},
booktitle={International Conference on Learning Representations},
year={2020},
url={https://openreview.net/forum?id=rklp93EtwH}
}
Data
Plain-Multi and Art-Multi are released in Google Drive
Usage
Dependence
- python 3.*
- TensorFlow 1.10+
- Numpy 1.15+
2-D Regression
Please see the bash file in /2D_bash for hyperparameter settings
Plainmulti
Please see the bash file in /plainmulti_bash for hyperparameter settings
Artmulti
Please see the bash file in /artmulti_bash for hyperparameter settings
<a id="note1" href="#note1ref"><sup>1</sup></a>This code is built based on the MAML and HSML.