12 results found Sort:

automl
auto-sklearn automl
1.3k
7.6k
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
354
2.7k
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 about a year 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
360
1.2k
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 4 years ago
kjunelee
MetaOptNet kjunelee
97
528
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
37
259
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
69
198
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
195
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 4 years ago
HLTCHKUST
PAML HLTCHKUST
25
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
28
126
mit
6
Python Meta-Feature Extractor package.
automl meta-feature metalearning meta-features meta-learning machine-learning
Created 2018-11-19
1,363 commits to master branch, last one 5 months ago
DrSasanBarak
metats DrSasanBarak
4
38
mit
2
MetaTS | Time Series Forecasting using Meta Learning
forecasting time-series metalearning deep-learning machinelearning machine-learning
Created 2021-11-08
96 commits to main branch, last one about a year ago
dscolby
CausalELM.jl dscolby
0
25
mit
1
Taking causal inference to the extreme!
s-learner t-learner x-learner r-learning metalearner metalearning doubly-robust g-computation assumption-check causal-inference quasi-experimental nonparametric-model sensitivity-analysis observational-studies causal-machine-learning double-machine-learning interrupted-time-series extreme-learning-machine debiased-machine-learning
Created 2023-02-12
423 commits to main branch, last one 23 days ago