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jindongwang/transferlearning

A comprehensive repository covering papers, codes, datasets, tutorials, and applications for transfer learning, domain adaptation, and more.

14.3K
Experimental
Python
Machine Learning
Python
#transfer-learning#domain-adaptation#domain-generalization

automl/auto-sklearn

Automated Machine Learning with scikit-learn

8.1K
Active
Python
React
#automated-machine-learning#hyperparameter-tuning#metalearning

learnables/learn2learn

A PyTorch library for meta-learning research, enabling few-shot, fine-tuning, and other advanced ML techniques.

2.9K
Stable
Python
LLM Frameworks
CLI Tools
PyTorch
#meta-learning#few-shot#fine-tuning

cbfinn/maml

A Python library for meta-learning that enables fast adaptation of deep neural networks.

2.7K
Archived
Python
LLM Frameworks
API Frameworks
Python
#machine-learning#meta-learning#deep-learning

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

Implementation of papers in 100 lines of code

2.6K
Active
Python
AI Editors/Agents/Copilot
Python
#GANS#Generative Models#Diffusion-Models

dragen1860/MAML-Pytorch

Elegant PyTorch implementation of the Model-Agnostic Meta-Learning (MAML) paper for AI/ML developers.

2.5K
Archived
Python
ML Ops
Fine-tuning
PyTorch
#machine-learning#meta-learning#pytorch

tata1661/FSL-Mate

A collection of resources for few-shot learning (FSL) in Python, useful for vibe coders building AI-powered applications.

1.8K
Stable
Python
Few-shot Learning
Tutorials & Courses
PaddlePaddle
#few-shot-learning#meta-learning#one-shot-learning

sudharsan13296/Awesome-Meta-Learning

A curated list of resources for meta-learning, including papers, code, books, and more for developers working with AI tools.

1.6K
Archived
LLM Frameworks
Tutorials & Courses
#meta-learning#few-shot-learning#one-shot-learning

sicara/easy-few-shot-learning

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

1.3K
Archived
Python
Computer Vision
Tutorials & Courses
PyTorch
#deep-learning#few-shot-learning#few-shot-classification

oscarknagg/few-shot

A repository for few-shot learning machine learning projects, focused on meta-learning and PyTorch.

1.3K
Archived
Python
ML Ops
Fine-tuning
PyTorch
#few-shot-learning#meta-learning#computer-vision

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

A collection of notebooks for learning various meta-learning techniques like MAML, Reptile, and One-Shot Learning.

1.2K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Tensorflow
#deep-learning#meta-learning#few-shot-learning

floodsung/LearningToCompare_FSL

PyTorch code for a CVPR 2018 paper on few-shot learning, a technique for training ML models with limited data.

1.1K
Archived
Python
Meta-Learning
PyTorch
#few-shot-learning#meta-learning#pytorch

RL-VIG/LibFewShot

A comprehensive library for few-shot learning in Python with PyTorch, featuring state-of-the-art algorithms.

1.1K
Stable
Python
Fine-tuning
Meta-learning
PyTorch
#few-shot-learning#image-classification#meta-learning

openai/supervised-reptile

A research paper on first-order meta-learning algorithms, with associated code in JavaScript.

1.0K
Archived
JavaScript
LLM Frameworks
Paper
#machine-learning#research#meta-learning

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