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Reproduction of the IMAML paper

implicit MAML

Meta-Learning with Implicit Gradients [report]

Code for ENGG 6500: Introduction to Machine Learning Project. For this project I reimplemented the NeurIPS 2019 paper Meta-Learning with Implicit Gradients and verified the results on the Omniglot few-shot image recognition dataset.

  • Project web page: https://sites.google.com/view/imaml
  • Original author's code: https://github.com/aravindr93/imaml_dev

Requirements

  • PyTorch 1.4.0
  • CUDA 10.1
  • cuDNN 7.6

License

The code is realeased under MIT License