/Meta-SGD

Meta-SGD: Pytorch Implementation

Primary LanguagePython

Meta-SGD: Pytorch Implementation

A Pytorch Implementation of the "Meta-SGD".

In this repo, I experimented on K-shot sinusoid regression of Meta-SGD and compared its performacne with MAML.

Pseudocode

Pseudocode

Results

Meta-SGD MAML
Loss (10-shot) 0.3145 0.6702

Sinusoid

Reference

Meta-SGD: Learning to Learn Quickly for Few-Shot Learning