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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

PaddlePaddle/PaddleSpeech

Open-source speech toolkit with state-of-the-art ASR, TTS, translation, and audio processing capabilities.

12.5K
Active
Python
AI Voice & Speech
Python
#speech-recognition#speech-synthesis#speech-translation

KevinMusgrave/pytorch-metric-learning

A flexible, modular PyTorch library for deep metric learning and embeddings, useful for vibe coders building AI-powered apps.

6.3K
Stable
Python
Computer Vision
Embeddings
PyTorch
#computer-vision#contrastive-learning#deep-learning

google-research/simclr

A self-supervised learning framework for computer vision tasks with a focus on contrastive learning.

4.5K
Archived
Jupyter Notebook
Computer Vision
Contrastive Learning
Jupyter Notebook
#computer-vision#contrastive-learning#representation-learning

open-mmlab/mmpretrain

A pre-training toolbox and benchmark for vision AI models, including self-supervised learning and state-of-the-art architectures.

3.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#pre-training

lightly-ai/lightly

A Python library for self-supervised learning on images, with a focus on computer vision and AI-powered tooling.

3.7K
Stable
Python
Computer Vision
Self-Supervised Learning
PyTorch
#computer-vision#contrastive-learning#deep-learning

s3prl/s3prl

A toolkit for self-supervised speech pre-training and representation learning.

2.5K
Experimental
Python
Speech Recognition
API Frameworks
Python
#speech-recognition#self-supervised-learning#representation-learning

divelab/DIG

A Python library for graph deep learning research, focused on 3D graphs, explainable ML, and self-supervised learning.

2.0K
Archived
Python
Graph Neural Network
Graph Databases
Python
#graph-deep-learning#explainable-ml#3d-graph

ViTAE-Transformer/ViTPose

A simple vision transformer baseline for human pose estimation, with pre-trained models and advanced capabilities.

2.0K
Stable
Python
Computer Vision
Frontend Frameworks
PyTorch
#pose-estimation#vision-transformer#deep-learning

alibaba/EasyCV

An all-in-one computer vision toolkit for developers building AI-powered applications.

1.9K
Experimental
Python
Computer Vision
CLI Tools
PyTorch
#computer-vision#object-detection#self-supervised-learning

ChandlerBang/awesome-self-supervised-gnn

A repository of papers on pretraining and self-supervised learning for graph neural networks.

1.7K
Archived
Python
Graph Neural Networks
Graph Databases
Python
#graph-neural-networks#self-supervised-learning#graph-mining

MCG-NJU/VideoMAE

A self-supervised video representation learning model for video understanding tasks.

1.7K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#video-analysis#video-understanding#self-supervised-learning

vturrisi/solo-learn

A library of self-supervised methods for visual representation learning powered by PyTorch Lightning.

1.6K
Active
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#representation-learning

tinyvision/SOLIDER

A self-supervised learning framework for learning general human representations from unlabeled images.

1.5K
Archived
Python
Computer Vision
Research Papers
PyTorch
#computer-vision#self-supervised-learning#human-representation

wvangansbeke/Unsupervised-Classification

Unsupervised image classification library using contrastive learning and SCAN algorithm.

1.5K
Archived
Python
Computer Vision
Frontend Frameworks
PyTorch
#clustering#contrastive-learning#image-classification

LirongWu/awesome-graph-self-supervised-learning

A library for self-supervised learning on graphs, providing contrastive, generative, and predictive pretext tasks.

1.4K
Archived
Representation Learning
Graph Databases
#graph-neural-networks#self-supervised-learning#pre-training

keyu-tian/SparK

A PyTorch implementation of a BERT-style pretraining method for convolutional networks, enabling more efficient self-supervised learning.

1.4K
Archived
Python
Computer Vision
Fine-tuning
PyTorch
#bert#cnn#convnet

TorchSSL/TorchSSL

A PyTorch-based library for semi-supervised learning in computer vision and deep learning.

1.4K
Archived
Python
Machine Learning Ops
Computer Vision
PyTorch
#computer-vision#deep-learning#semi-supervised-learning

lightly-ai/lightly-train

All-in-one training for vision models with pretraining, fine-tuning, and distillation capabilities.

1.3K
Active
Python
Computer Vision
Fine-tuning
PyTorch
#computer-vision#deep-learning#pretrained-models

asheeshcric/awesome-contrastive-self-supervised-learning

A comprehensive list of contrastive self-supervised learning papers for machine learning researchers.

1.3K
Archived
Representation Learning
Tutorials & Courses
#machine-learning#deep-learning#transfer-learning
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