Movatterモバイル変換

Skip to content

#

meta-learning

Here are 670 public repositories matching this topic...

Language:All

Filter by language

All670 Python463 Jupyter Notebook110 R10 HTML6 Java5 MATLAB4 TeX4 C++3 C2 CSS2

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

transferlearning

jindongwang /transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

machine-learning deep-learning paper survey style-transfer theory transfer-learning papers representation-learning unsupervised-learning tutorial-code domain-adaptation generalization transferlearning meta-learning few-shot few-shot-learning self-supervised-learning domain-generalization domain-adaption

UpdatedFeb 18, 2025
Python

automl /auto-sklearn

Automated Machine Learning with scikit-learn

scikit-learn hyperparameter-optimization bayesian-optimization hyperparameter-tuning automl automated-machine-learning smac meta-learning hyperparameter-search metalearning

UpdatedJan 20, 2026
Python

learn2learn

learnables /learn2learn

A PyTorch Library for Meta-learning Research

pytorch maml meta-learning few-shot finetuning meta-rl metalearning learning2learn learn2learn meta-descent meta-optimization

UpdatedDec 16, 2025
Python

floodsung /Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

deep-learning one-shot-learning meta-learning few-shot-learning learning-to-learn

UpdatedNov 26, 2018

MaximeVandegar /Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code.

python machine-learning research reinforcement-learning deep-learning aes pytorch artificial-intelligence generative-model rl educational papers gans nerf 3d meta-learning inverse-rendering implementation-of-research-paper diffusion-models neural-radiance-fields

UpdatedJan 22, 2026
Python

tristandeleu /pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

pytorch meta-learning few-shot-learning

UpdatedJul 17, 2023
Python

FSL-Mate

tata1661 /FSL-Mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

deep-learning paper papers one-shot-learning paddlepaddle meta-learning few-shot few-shot-learning low-shot few-shot-paper few-shot-papers

UpdatedOct 14, 2025
Python

sicara /easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

machine-learning deep-learning pytorch image-classification meta-learning few-shot-learning few-shot-recognition few-shot-classifcation

UpdatedNov 13, 2024
Python

oscarknagg /few-shot

Repository for few-shot learning machine learning projects

machine-learning research pytorch maml meta-learning omniglot miniimagenet few-shot-learning

UpdatedNov 25, 2019
Python

floodsung /LearningToCompare_FSL

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

meta-learning few-shot-learning

UpdatedOct 22, 2019
Python

RL-VIG /LibFewShot

[TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.

pytorch image-classification meta-learning fine-tuning few-shot-learning

UpdatedOct 27, 2025
Python

Duan-JM /awesome-papers-fewshot

Collection for Few-shot Learning

awesome-list meta-learning shot-learning few-shot-learning

UpdatedMay 31, 2023
TeX

guan-yuan /Awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

tensorflow pytorch hyperparameter-optimization awesome-list quantization nas automl model-compression neural-architecture-search meta-learning architecture-search quantized-training model-acceleration automated-feature-engineering quantized-neural-network

UpdatedJun 19, 2021

google-research /meta-dataset

A dataset of datasets for learning to learn from few examples

benchmark machine-learning tensorflow maml meta-learning few-shot-learning

UpdatedMay 24, 2024
Jupyter Notebook

omerbsezer /Reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

machine-learning tutorial reinforcement-learning deep-reinforcement-learning q-learning pomdps policy-gradient sarsa a3c dynamic-programming imitation-learning dyna td-learning actor-critic meta-learning

UpdatedJan 22, 2019
Jupyter Notebook

meta-transfer-learning

yaoyao-liu /meta-transfer-learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

transfer-learning meta-learning few-shot-learning mini-imagenet tiered-imagenet fewshot-cifar100

UpdatedJun 2, 2025
Python

weimingwill /awesome-federated-learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

machine-learning privacy data-privacy distributed-optimization meta-learning federated-learning federated-optimization differential-privacy-deep-learning federated-learning-framework non-iid decentralized-federated-learning communication-efficiency statistical-heterogeneity

UpdatedNov 16, 2025
Shell

google /pyglove

Manipulating Python Programs

python machine-learning evolution manipulation meta-programming automl meta-learning symbolic-programming

UpdatedJan 14, 2026
Python

mbs0221 /Multitask-Learning

Awesome Multitask Learning Resources

machine-learning deep-learning transfer-learning convex-optimization domain-adaptation multi-task-learning meta-learning federated-learning few-shot-learning sparse-learning

UpdatedApr 13, 2021

EnnengYang /Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.

generative-model ensemble-learning transfer-learning zero-shot-learning robustness multi-task-learning attack-defense generalization meta-learning model-fusion federated-learning continual-learning few-shot-learning diffusion-models multi-domain-learning foundation-models large-language-models llms model-merging knowledge-fusion

UpdatedFeb 18, 2026

Improve this page

Add a description, image, and links to themeta-learning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with themeta-learning topic, visit your repo's landing page and select "manage topics."

[8]ページ先頭

©2009-2026 Movatter.jp