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