19 results found Sort:

learnables
learn2learn learnables
356
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
oscarknagg
few-shot oscarknagg
248
1.2k
mit
14
Repository for few-shot learning machine learning projects
maml pytorch omniglot research miniimagenet meta-learning machine-learning few-shot-learning
Created 2018-10-30
48 commits to master branch, last one 5 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
google-research
meta-dataset google-research
139
767
apache-2.0
23
A dataset of datasets for learning to learn from few examples
maml benchmark tensorflow meta-learning machine-learning few-shot-learning
Created 2019-03-05
319 commits to main branch, last one 7 months ago
cnguyen10
few_shot_meta_learning cnguyen10
29
246
mit
2
Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch
maml pytorch algorithms meta-learning prototypical-network
Created 2019-10-30
66 commits to master branch, last one 2 years ago
shirleyzhu233
PyTorch-MAML shirleyzhu233
34
219
unknown
4
A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.
maml deep-learning meta-learning few-shot-learning
Created 2020-07-01
19 commits to master branch, last one 3 months 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
rootlu
MetaHIN rootlu
41
125
unknown
1
Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
maml kdd2020 cold-start meta-learning heterogeneous-graph recommender-systems heterogeneous-information-networks
Created 2020-06-14
22 commits to master branch, last one 3 years ago
mailong25
meta-learning-bert mailong25
18
106
unknown
6
Meta learning with BERT as a learner
bert maml meta-learning domain-adaptation few-shot-learning sentiment-analysis text-classification
Created 2020-01-15
21 commits to master branch, last one about a year ago
dongminlee94
meta-learning-for-everyone dongminlee94
23
102
apache-2.0
6
"모두를 위한 메타러닝" 책에 대한 코드 저장소
rl2 maml mann pearl snail maml-rl meta-rl meta-sl meta-learning matching-network prototypical-network
Created 2020-02-19
57 commits to main branch, last one 8 months ago
geotrellis
geotrellis-server geotrellis
24
74
apache-2.0
10
Tools for building raster processing and display services
ogc tms wcs wms maml wmts geotrellis map-algebra geotrellis-server
Created 2017-11-22
582 commits to main branch, last one 7 months ago
baiksung
ALFA baiksung
14
72
unknown
2
Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"
maml neurips pytorch neurips-2020 deep-learning meta-learning machine-learning few-shot-learning
Created 2020-10-23
6 commits to master branch, last one 2 years ago
bismex
MetaBIN bismex
14
70
unknown
5
[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification
dg cvpr maml re-id cvpr2021 person-reid meta-learning normalisation normalization domain-generalization instance-normalization person-reidentification
Created 2020-09-08
43 commits to master branch, last one 3 years ago
baiksung
MeTAL baiksung
13
63
unknown
2
Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)
iccv maml pytorch deep-learning meta-learning computer-vision machine-learning few-shot-learning
Created 2021-08-14
8 commits to master branch, last one 3 years ago
tanyuqian
redco tanyuqian
7
62
apache-2.0
3
NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
jax ppo maml gemma llama mlsys fedavg seq2seq flan-t5-xxl meta-learning mixed-precision diffusion-models image-captioning stable-diffusion model-parallelism federated-learning differential-privacy distributed-training large-language-models reinforcement-learning
Created 2022-12-19
674 commits to master branch, last one 12 days ago
mohammadmozafari
advanced-machine-learning mohammadmozafari
6
46
unknown
3
This repo contains the implementation of some new papers on some advanced topics of machine learning e.g. meta-learning, reinforcement-learning, meta-reinforcement-learning, continual-learning and etc...
maml snail meta-rl continual-learning multitask-learning goal-conditioned-rl prototypical-networks
Created 2022-08-30
8 commits to master branch, last one 2 years ago
audioku
cross-accent-maml-asr audioku
6
44
mit
5
Meta-learning model agnostic (MAML) implementation for cross-accented ASR
asr maml accent speech pytorch cross-accent meta-learning
Created 2020-04-25
177 commits to master branch, last one 10 months ago
Han-Jia
UNICORN-MAML Han-Jia
7
39
unknown
1
PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"
maml iclr2022 meta-learning few-shot-learning
Created 2021-06-03
17 commits to main branch, last one 5 months ago
TroddenSpade
Meta-Reinforcement-Learning TroddenSpade
1
34
unknown
4
Code snippets of Meta Reinforcement Learning algorithms
ppo maml trpo pytorch deep-learning meta-learning reinforcement-learning meta-reinforcement-learning
Created 2022-07-09
25 commits to main branch, last one about a year ago