learning-to-learn

There are 8 repositories under learning-to-learn topic.

floodsung / Meta-Learning-Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
deep-learning few-shot-learning learning-to-learn meta-learning one-shot-learning
2596
VITA-Group / Open-L2O
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
learning-to-learn meta-learning learning-to-optimize lasso neural-networks convex-optimization nonconvex-optimization
Language:C++ 248
markdtw / meta-learning-lstm-pytorch
pytorch implementation of Optimization as a Model for Few-shot Learning
meta-learning learning-to-learn pytorch few-shot-learning
Language:Python 172
HLTCHKUST / PAML
Personalizing Dialogue Agents via Meta-Learning
metalearning meta-learning learning-to-learn persona-chatbot chat-bot transformer maml
Language:Jupyter Notebook 128
meta-blocks
alshedivat / meta-blocks
A modular toolbox for meta-learning research with a focus on speed and reproducibility.
learning-to-learn meta-learning deep-learning benchmark toolbox tensorflow python api
Language:Python 121
yangsenius / learning-to-learn-by-pytorch
"Learning to learn by gradient descent by gradient descent "by PyTorch -- a simple re-implementation.
gradient-descent learning-to-learn meta-learning
Language:Python 57
IGITUGraz / L2L
Learning to Learn: Gradient-free Optimization framework
optimization-algorithms optimization machine-learning learning-to-learn l2l ai
Language:Python 36
VITA-Group / L2-GCN
[CVPR 2020] L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks
gcn learning-to-learn efficient-training graph-convolutional-networks
Language:Python 29
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
learning-to-learn meta-learning training-tricks curriculum-learning imitation-learning self-improving learning-to-optimize
Language:Python 26
rfeinman / learning-to-learn
Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).
neural-networks inductive-biases learning-to-learn machine-learning cognitive-science
Language:Python 21
sail-sg / optim4rl
Optim4RL is a Jax framework of learning to optimize for reinforcement learning.
learning-to-learn learning-to-optimize meta-learning meta-learning-algorithm meta-learning-algorithms optimization optimization-algorithms optimizer optimizers reinforcement-learning reinforcement-learning-algorithms jax
Language:Python 21
Renovamen / metallic
A clean, lightweight and modularized PyTorch meta-learning library.
meta-learning pytorch maml learning-to-learn few-shot-learning reptile
Language:Python 7
soskek / learning_to_learn
Learning to learn by gradient descent by gradient descent, Andrychowicz et al., NIPS 2016
chainer learning-to-learn machine-learning deep-learning neural-networks
Language:Python 7
amishpatel1994 / SpacedRepetition
Chrome extension to create tasks based on the spaced repetition concept
javascript reactjs chrome-extension opensource learning-to-learn spaced-repetition
Language:JavaScript 1
Gaopeng-Bai / MANN_model
mann deep-learning learning-to-learn meta-learning ntm
Language:Python 1
chrisaandes / Zero-GO-Ninja
Learnig Go with coding exercises
exercises go golang learn-to-code learning learning-by-doing learning-to-learn
Language:Go 0
Eduardo-RP / MeL_Unsupervised_Tasks
Task Generation Scheme for the Meta-Unsupervised Algorithm
meta-learning-algorithms learning-to-learn machine-learning-algorithms few-shot-learning zero-shot-learning one-shot-learning
0