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8 search results found

Awesome Meta Learning ⭐ 411

A curated list of Meta-Learning resources/papers.

Code for the paper "Evolved Policy Gradients"

Gradient based hyperparameter optimization & meta-learning package for TensorFlow

Bilevel Optimization Library in Python for Multi-Task and Meta Learning

Memory Efficient Maml ⭐ 48

Memory efficient MAML using gradient checkpointing

Tensorflow implementation of Synthetic Gradient for RNN (LSTM)

Sib_meta_learn ⭐ 37

Code of Empirical Bayes Transductive Meta-Learning with Synthetic Gradients

Code accompanying the ICML-2018 paper "Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace"

Learning To Learn By Pytorch ⭐ 18

A simple re-implementation for "Learning to learn by gradient descent by gradient descent "by PyTorch

A collection of Gradient-Based Meta-Learning Algorithms with pytorch

Dropgrad ⭐ 14

Regularizing Meta-Learning via Gradient Dropout

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