/maml

Model Agnostic Meta Learning in TensorFlow 2.1

Primary LanguagePython

Model Agnostic Meta Learning

Reproduce of MAML paper in toy example regression task (Sinusoid) using TensorFlow 2.1.

The loss curve comparison between a normal deep learning method and MAML:

An inference example of random new task trained with only 10 steps:

How to use:

  • Build Docker image from Dockerfile
  • Run python main.py to perform vanilla and MAML experiments