metalearning topic

List metalearning repositories

HyperNetworks

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PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)

Awesome-Meta-Learning

1.5k
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298
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A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

Hands-On-Meta-Learning-With-Python

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357
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Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

MetaOptNet

517
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95
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Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

mrcl

190
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26
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Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"

PAML

128
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23
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Personalizing Dialogue Agents via Meta-Learning

learn2learn

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344
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A PyTorch Library for Meta-learning Research

reptile-pytorch

203
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38
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A PyTorch implementation of OpenAI's REPTILE algorithm

MAML-TensorFlow

194
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68
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Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks