learning_to_teach_pytroch

This is the implement of paper “Fan, Yang, et al. "Learning to teach." ICLR (2018).” in pytorch

For deatils please refer to Learning to teach.

Requirements

python == 3.6
pytorch >= 0.4.0
tensorboardX == 1.8
tqdm == 4.32.2 

Dataset

mkdir data
cd data

Dataset directory is data/, so download the dataset(e.g. MNIST, CIFAR10) and move them to the data/

Training and Test

• run Learning to Teach on MNIST python main_mnist.py

• run Learning to Teach on CIFAR10 python main_cifar10.py

No Teach

For details, please read the Experiment of the paper.

• run No Teach on MNIST python no_teach_mnist.py

• run No Teach on CIFAR10 python no_teach_cifar10.py

@misc{
  sxzheng2019l2t,
  title={Learning to teach: A implement in PyTorch},
  author={Sixiao Zheng},
  year={2019},
  publisher={GitHub},
  howpublished={\url{https://github.com/sixiaozheng/learning_to_teach_pytroch}},
}