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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

  • [x] For Quadratic experiments
  • [ ] For Mnist
  • [ ] For CIFAR10
  • [ ] For Neural Art

Add:

  • [x] 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


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