maml

There are 2 repositories under maml topic.

learn2learn
learnables / learn2learn
A PyTorch Library for Meta-learning Research
few-shot finetuning learn2learn learning2learn maml meta-descent meta-learning meta-optimization meta-rl metalearning pytorch
Language:Python 2537
oscarknagg / few-shot
Repository for few-shot learning machine learning projects
machine-learning pytorch few-shot-learning research meta-learning maml omniglot miniimagenet
Language:Python 1169
sudharsan13296 / Hands-On-Meta-Learning-With-Python
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
metalearning maml reptile meta-sgd tensorflow ntm mann one-shot-learning few-shot-learning matching-networks siamese-network prototypical-networks relation-network deep-meta-learning meta-imitation-learning keras shot-learning prototypical-network reinforcement-learning zero-shot-learning
Language:Jupyter Notebook 1135
google-research / meta-dataset
A dataset of datasets for learning to learn from few examples
machine-learning meta-learning few-shot-learning tensorflow benchmark maml
Language:Python 740
cnguyen10 / few_shot_meta_learning
Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch
algorithms maml meta-learning prototypical-network pytorch
Language:Python 238
fmu2 / PyTorch-MAML
A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.
deep-learning few-shot-learning maml meta-learning
Language:Python 182
HLTCHKUST / PAML
Personalizing Dialogue Agents via Meta-Learning
chat-bot learning-to-learn maml meta-learning metalearning persona-chatbot transformer
Language:Jupyter Notebook 128
rootlu / MetaHIN
Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
meta-learning heterogeneous-graph heterogeneous-information-networks cold-start recommender-systems kdd2020 maml
Language:Jupyter Notebook 121
mailong25 / meta-learning-bert
Meta learning with BERT as a learner
meta-learning few-shot-learning bert sentiment-analysis maml domain-adaptation text-classification
Language:Jupyter Notebook 101
dongminlee94 / meta-learning-for-everyone
"모두를 위한 메타러닝" 책에 대한 코드 저장소
meta-rl maml mann meta-learning snail meta-sl maml-rl matching-network pearl prototypical-network rl2
Language:Jupyter Notebook 93
dbaranchuk / memory-efficient-maml
Memory efficient MAML using gradient checkpointing
deep-learning gpu gradient-checkpointing maml meta-learning pytorch
Language:Jupyter Notebook 84
hereismari / tensorflow-maml
TensorFlow 2.0 implementation of MAML.
tensorflow meta-learning maml eager-execution tensorflow2
Language:Jupyter Notebook 84
geotrellis / geotrellis-server
Tools for building raster processing and display services
tms wms wcs wmts ogc geotrellis geotrellis-server map-algebra maml
Language:Scala 71
baiksung / ALFA
Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"
maml pytorch meta-learning deep-learning machine-learning few-shot-learning neurips neurips-2020
Language:Python 69
bismex / MetaBIN
[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification
cvpr2021 cvpr person-reid person-reidentification re-id meta-learning maml domain-generalization dg normalization instance-normalization normalisation
Language:Python 69
navneet-nmk / Hierarchical-Meta-Reinforcement-Learning
This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.
algorithm deep-learning deep-reinforcement-learning exploration gym hierarchical machine-learning maml maml-rl meta metalearning mujoco mujoco-py openai openai-gym pytorch reinforcement-learning rl rlkit robotics
Language:Python 59
sungyubkim / GBML
A collection of Gradient-Based Meta-Learning Algorithms with pytorch
cavia few-shot-learning gradient-based-meta-learning implicit-maml maml meta-learning meta-learning-algorithms neumann-approximation pytorch reptile
Language:Python 59
baiksung / MeTAL
Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)
computer-vision deep-learning few-shot-learning iccv machine-learning maml meta-learning pytorch
Language:Python 58
audioku / cross-accent-maml-asr
Meta-learning model agnostic (MAML) implementation for cross-accented ASR
maml meta-learning asr cross-accent accent pytorch speech
Language:Python 43
tanyuqian / redco
NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
flax jax model-parallelism distributed-training large-language-models llama flan-t5-xxl diffusion-models fedavg federated-learning image-captioning maml meta-learning ppo reinforcement-learning seq2seq stable-diffusion mlsys mistral gemma
Language:Python 40
Luvata / CS330-Stanford-Deep-Multi-Task-and-Meta-Learning
My notes and assignment solutions for Stanford CS330 (Fall 2019 & 2020) Deep Multi-Task and Meta Learning
stanford meta-learning multitask-learning deep-learning deep-multi-task cs330 pytorch tensorflow mann maml protonet
Language:Jupyter Notebook 39
Han-Jia / UNICORN-MAML
PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"
meta-learning few-shot-learning maml iclr2022
Language:Python 36
IoBT-VISTEC / MetaSleepLearner
Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatics)
eeg sleep-stage-classification convolutional-neural-networks meta-learning transfer-learning pre-trained-model maml eeg-classification deep-learning
Language:Python 32
baiksung / L2F
Source code for CVPR 2020 paper "Learning to Forget for Meta-Learning"
meta-learning pytorch maml deep-learning machine-learning few-shot-learning reinforcement-learning cvpr2020 computer-vision
Language:Python 31
TroddenSpade / Meta-Reinforcement-Learning
Code snippets of Meta Reinforcement Learning algorithms
deep-learning meta-learning meta-reinforcement-learning ppo pytorch reinforcement-learning trpo maml
Language:Jupyter Notebook 30
ml4ai / mliis
Code for meta-learning initializations for image segmentation
meta-learning image-segmentation maml tensorflow machine-learning
Language:Python 29
vkverma01 / meta-gzsl
Meta-Learning for Generalized Zero-Shot Learning
zero-shot-learning meta-learning generative-adversarial-network zsl gans domain-adaptation maml few-shot-learning
Language:Jupyter Notebook 27
Deepest-Project / meta-learning-study
Deepest Season 6 Meta-Learning study papers plus alpha
meta-learning few-shot-learning papers maml prototypical-networks shot-learning
23
schneimo / maml-rl-tf2
Implementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.
maml maml-rl meta-learning meta-reinforcement meta-rl paper reinforcement-learning tensorflow2
Language:Python 23
Tikquuss / meta_XLM
Cross-lingual Language Model (XLM) pretraining and Model-Agnostic Meta-Learning (MAML) for fast adaptation of deep networks
xlm maml text-processing text-clustering clm mlm tlm back-translation denoising-autoencoders parallel-training bert machine-translation african-languages bleu-scores pretrained-models bpe-codes meta-model languages
Language:Jupyter Notebook 20
gcucurull / maml_flax
Model Agnostic Meta Learning (MAML) implemented in Flax, the neural network library for JAX.
flax maml meta-learning jax
Language:Python 19
hiwonjoon / maml-tensorflow
This repository implements the paper, Model-Agnostic Meta-Leanring for Fast Adaptation of Deep Networks.
maml meta-learning omniglot tensorflow
Language:Python 16
JosephKJ / PyTorch-MAML-and-Reptile
MAML and Reptile sine wave regression example in PyTorch
maml meta-learning meta-learning-algorithms pytorch pytorch-implementation reptile
Language:Python 16
matwilso / maml_numpy
Implementation of MAML in numpy, deriving gradients and implementing backprop manually
maml numpy implementation meta learning
Language:Python 14
Kostis-S-Z / exploring_meta
Experiments on Model-Agnostic Meta-Learning on Few-Shot Image Classification and Meta-RL (Meta-World)
maml meta-learning metaworld
Language:Python 12
abhilashreddys / FSCIL-GFR
Official Code for the paper Few-Shot Class Incremental Learning with Generative Feature Replay
pytorch gan maml few-shot-learning incremental-learning continual-learning
Language:Python 10

maml

learnables / learn2learn

oscarknagg / few-shot

sudharsan13296 / Hands-On-Meta-Learning-With-Python

google-research / meta-dataset

cnguyen10 / few_shot_meta_learning

fmu2 / PyTorch-MAML

HLTCHKUST / PAML

rootlu / MetaHIN

mailong25 / meta-learning-bert

dongminlee94 / meta-learning-for-everyone

dbaranchuk / memory-efficient-maml

hereismari / tensorflow-maml

geotrellis / geotrellis-server

baiksung / ALFA

bismex / MetaBIN

navneet-nmk / Hierarchical-Meta-Reinforcement-Learning

sungyubkim / GBML

baiksung / MeTAL

audioku / cross-accent-maml-asr

tanyuqian / redco

Luvata / CS330-Stanford-Deep-Multi-Task-and-Meta-Learning

Han-Jia / UNICORN-MAML

IoBT-VISTEC / MetaSleepLearner

baiksung / L2F

TroddenSpade / Meta-Reinforcement-Learning

ml4ai / mliis

vkverma01 / meta-gzsl

Deepest-Project / meta-learning-study

schneimo / maml-rl-tf2

Tikquuss / meta_XLM

gcucurull / maml_flax

hiwonjoon / maml-tensorflow

JosephKJ / PyTorch-MAML-and-Reptile

matwilso / maml_numpy

Kostis-S-Z / exploring_meta

abhilashreddys / FSCIL-GFR