sudharsan13296 / awesome-meta-learning Goto Github PK
View Code? Open in Web Editor NEWA curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
Interesting Papers:
Tasks, stability, architecture, and compute: Training more effective learned optimizers, and using them to train themselves
Metz et al. (2020)
M2SGD: Learning to Learn Important Weights
Kuo et al. (2020)
Meta-Learning in Neural Networks: A Survey
Hospedales et al., (2020)
Hyper-Meta Reinforcement Learning with Sparse Reward
Hua et al., (2020)
Meta-Curvature
Park et al., (2020)
Learning to Learn via Self-Critique
Antoniou et al., (2019)
La-MAML: Look-ahead Meta Learning for Continual Learning
Gupta et al. (2020)
Lectures:
https://www.youtube.com/watch?v=CRHKgOYXVe8
Useful libraries:
Learn2Learn - https://github.com/learnables/learn2learn
Higher - https://github.com/facebookresearch/higher
pytorch-meta - https://github.com/tristandeleu/pytorch-meta
cheers!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.