learning-to-learn
There are 17 repositories under learning-to-learn topic.
floodsung/Meta-Learning-Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
VITA-Group/Open-L2O
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
markdtw/meta-learning-lstm-pytorch
pytorch implementation of Optimization as a Model for Few-shot Learning
HLTCHKUST/PAML
Personalizing Dialogue Agents via Meta-Learning
alshedivat/meta-blocks
A modular toolbox for meta-learning research with a focus on speed and reproducibility.
yangsenius/learning-to-learn-by-pytorch
"Learning to learn by gradient descent by gradient descent "by PyTorch -- a simple re-implementation.
IGITUGraz/L2L
Learning to Learn: Gradient-free Optimization framework
VITA-Group/L2-GCN
[CVPR 2020] L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks
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
sail-sg/optim4rl
Optim4RL is a Jax framework of learning to optimize for reinforcement learning.
rfeinman/learning-to-learn
Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).
Renovamen/metallic
A clean, lightweight and modularized PyTorch meta-learning library.
soskek/learning_to_learn
Learning to learn by gradient descent by gradient descent, Andrychowicz et al., NIPS 2016
amishpatel1994/SpacedRepetition
Chrome extension to create tasks based on the spaced repetition concept
chrisaandes/Zero-GO-Ninja
Learnig Go with coding exercises
Eduardo-RP/MeL_Unsupervised_Tasks
Task Generation Scheme for the Meta-Unsupervised Algorithm