Topic: "learning-to-learn"
floodsung/Meta-Learning-Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
Size: 9.77 KB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 2,625 - Forks: 474

VITA-Group/Open-L2O
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
Language: C++ - Size: 17.6 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 277 - Forks: 43

markdtw/meta-learning-lstm-pytorch
pytorch implementation of Optimization as a Model for Few-shot Learning
Language: Python - Size: 44.9 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 180 - Forks: 35

HLTCHKUST/PAML
Personalizing Dialogue Agents via Meta-Learning
Language: Jupyter Notebook - Size: 30.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 128 - Forks: 23

alshedivat/meta-blocks
A modular toolbox for meta-learning research with a focus on speed and reproducibility.
Language: Python - Size: 1.77 MB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 124 - Forks: 9

yangsenius/learning-to-learn-by-pytorch
"Learning to learn by gradient descent by gradient descent "by PyTorch -- a simple re-implementation.
Language: Python - Size: 70.3 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 52 - Forks: 15

IGITUGraz/L2L
Learning to Learn: Gradient-free Optimization framework
Language: Python - Size: 7.26 MB - Last synced at: 23 days ago - Pushed at: almost 4 years ago - Stars: 36 - Forks: 24

VITA-Group/L2-GCN
[CVPR 2020] L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks
Language: Python - Size: 4.85 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 31 - Forks: 13

VITA-Group/L2O-Training-Techniques
[NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang
Language: Python - Size: 9.01 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 26 - Forks: 7

sail-sg/optim4rl
Optim4RL is a Jax framework of learning to optimize for reinforcement learning.
Language: Python - Size: 129 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 24 - Forks: 2

rfeinman/learning-to-learn
Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).
Language: Python - Size: 472 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 22 - Forks: 6

Renovamen/metallic
A clean, lightweight and modularized PyTorch meta-learning library.
Language: Python - Size: 259 KB - Last synced at: 8 days ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 0

soskek/learning_to_learn
Learning to learn by gradient descent by gradient descent, Andrychowicz et al., NIPS 2016
Language: Python - Size: 91.8 KB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 0

amishpatel1994/SpacedRepetition
Chrome extension to create tasks based on the spaced repetition concept
Language: JavaScript - Size: 1.07 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Eduardo-RP/MeL_Unsupervised_Tasks
Task Generation Scheme for the Meta-Unsupervised Algorithm
Size: 18.6 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

chrisaandes/Zero-GO-Ninja
Learnig Go with coding exercises
Language: Go - Size: 19.5 KB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
