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7 search results found

Learn2learn ⭐ 2,283

A PyTorch Library for Meta-learning Research

Few_shot_meta_learning ⭐ 148

Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch

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

Meta Blocks ⭐ 75

A modular toolbox for meta-learning research with a focus on speed and reproducibility.

Few Shot ⭐ 54

A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.

Hierarchical Meta Reinforcement Learning ⭐ 19

This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.

Meta Learning Without Memorization ⭐ 17

A study about the following problems: what is the memorization problem in meta-learning; why does memorization problem happen; and how to prevent it. (ICLR 2020)

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

Paper Survey ⭐ 15

Meta_relational_a3c ⭐ 5

Meta learner A3C algorithm with a neural relational memory module

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