learning to_learn by gradient descent by gradient descent

Learning to learn by gradient descent by gradient descent

A simple re-implementation by PyTorch-1.0

• For Quadratic experiments
• For Mnist
• For CIFAR10
• For Neural Art

Add:

• Viusalize the learning process of LSTM optimizer.

The project can be run by this python file.

python learning_to_learn.py

This code is designed for a better understanding and easy implementation of paper Learning to learn by gradient descent by gradient descent.

Reference

1. Learning to learn by gradient descent by gradient descent - 2016 - NIPS

2. Learning to learn in Tensorflow by DeepMind