Awesome Meta Learning

A curated list of Meta-Learning resources/papers.
Alternatives To Awesome Meta Learning
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Awesome Meta Learning411
4 years ago1
A curated list of Meta-Learning resources/papers.
4 years ago4mitPython
Code for the paper "Evolved Policy Gradients"
Far Ho133
3 years ago2mitJupyter Notebook
Gradient based hyperparameter optimization & meta-learning package for TensorFlow
2 years ago8September 19, 20201mitPython
Bilevel Optimization Library in Python for Multi-Task and Meta Learning
Memory Efficient Maml48
3 years agomitJupyter Notebook
Memory efficient MAML using gradient checkpointing
5 years ago2Python
Tensorflow implementation of Synthetic Gradient for RNN (LSTM)
3 years agoPython
Code of Empirical Bayes Transductive Meta-Learning with Synthetic Gradients
Mt Net23
4 years ago4mitPython
Code accompanying the ICML-2018 paper "Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace"
Learning To Learn By Pytorch18
3 years ago2mitPython
A simple re-implementation for "Learning to learn by gradient descent by gradient descent "by PyTorch
3 years ago3mitPython
A collection of Gradient-Based Meta-Learning Algorithms with pytorch
Alternatives To Awesome Meta Learning
Select To Compare

Alternative Project Comparisons

awesome-meta-learning Awesome

A curated list of Meta-Learning resources. Inspired by awesome-deep-vision, awesome-adversarial-machine-learning, awesome-deep-learning-papers, and awesome-architecture-search.

Please feel free to pull requests or open an issue to add papers.


Papers and Code

Tutorials and Slides

Reseachers and Labs

Popular Gradient Projects
Popular Meta Learning Projects
Popular User Interface Components Categories

Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Meta Learning