10 results found Sort:

automl
auto-sklearn automl
1.3k
7.4k
bsd-3-clause
215
Automated Machine Learning with scikit-learn
smac automl metalearning scikit-learn meta-learning bayesian-optimization hyperparameter-search hyperparameter-tuning automated-machine-learning hyperparameter-optimization
Created 2015-07-02
2,759 commits to development branch, last one about a year ago
learnables
learn2learn learnables
344
2.6k
mit
32
A PyTorch Library for Meta-learning Research
maml meta-rl pytorch few-shot finetuning learn2learn meta-descent metalearning meta-learning learning2learn meta-optimization
Created 2019-08-08
357 commits to master branch, last one 11 months ago
sudharsan13296
Awesome-Meta-Learning sudharsan13296
298
1.5k
unknown
69
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
metalearning few-shot-learning one-shot-learning deep-meta-learning meta-reinforcement zero-shot-learning
Created 2019-06-13
51 commits to master branch, last one 3 years ago
sudharsan13296
Hands-On-Meta-Learning-With-Python sudharsan13296
357
1.1k
unknown
40
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
ntm maml mann keras reptile meta-sgd tensorflow metalearning shot-learning siamese-network relation-network few-shot-learning matching-networks one-shot-learning deep-meta-learning zero-shot-learning prototypical-network prototypical-networks reinforcement-learning meta-imitation-learning
Created 2018-12-09
23 commits to master branch, last one 3 years ago
kjunelee
MetaOptNet kjunelee
95
517
apache-2.0
8
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
cvpr2019 few-shot metalearning meta-learning few-shot-learning convex-optimization few-shot-recognition image-classification
Created 2018-11-02
75 commits to master branch, last one about a year ago
g1910
HyperNetworks g1910
38
248
gpl-3.0
5
PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)
resnet pytorch metalearning hypernetworks
Created 2018-09-16
13 commits to master branch, last one 3 years ago
dragen1860
MAML-TensorFlow dragen1860
68
194
unknown
10
Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
tensorflow metalearning machine-learning
Created 2018-04-18
24 commits to master branch, last one 6 years ago
khurramjaved96
mrcl khurramjaved96
26
190
unknown
7
Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"
reprod machine continual metalearning representation
Created 2019-05-27
99 commits to master branch, last one 3 years ago
HLTCHKUST
PAML HLTCHKUST
23
128
mit
8
Personalizing Dialogue Agents via Meta-Learning
maml chat-bot transformer metalearning meta-learning persona-chatbot learning-to-learn
Created 2019-05-22
25 commits to master branch, last one about a year ago
ealcobaca
pymfe ealcobaca
27
122
mit
6
Python Meta-Feature Extractor package.
automl meta-feature metalearning meta-features meta-learning machine-learning
Created 2018-11-19
1,361 commits to master branch, last one 4 months ago