Studying gradient alignment in mitigating catastrophic forgetting for continual learning

Environment configuration

pip install -r requirements.txt

and

pip install ipdb

Get the Available Datasets

To download the Minist dataset

python get_data.py all

How to run

1.First run the following command:

chmod +x run_experiments.sh

2.To reproduce the experiment result

./run_experiments.sh

Citation

This repository is based on paper

@article{gupta2020maml,
  title={La-MAML: Look-ahead Meta Learning for Continual Learning},
  author={Gupta, Gunshi and Yadav, Karmesh and Paull, Liam},
  journal={arXiv preprint arXiv:2007.13904},
  year={2020}
}

and the code was modified from montrealrobotics's repository, credit to

@article{montrealrobotics,
  title={La-MAML},
  author={Gupta, Gunshi and Yadav, Karmesh and Paull, Liam},
  link={https://github.com/montrealrobotics/La-MAML},
  year={2020}
}