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google-deepmind/learning-to-learn

DeepMind's TensorFlow implementation of meta-learning where neural networks learn to optimize other neural networks.

4.1k stars Python ML Frameworks
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This repository implements the Learning to Learn meta-learning approach from the paper by Andrychowicz et al. It trains a learned optimizer (implemented as a neural network) that can learn to optimize other neural networks on various tasks. The framework includes support for simple quadratic functions, MNIST, and CIFAR-10 classification problems, allowing users to train and evaluate learned optimizers on standard benchmarks.

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