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thuml/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

3.9K
Archived
Python
Transfer Learning
Domain Adaptation
Python
#transfer-learning#domain-adaptation#out-of-distribution-generalization

HiLab-git/SSL4MIS

A library for semi-supervised learning on medical image segmentation tasks.

2.6K
Experimental
Python
Computer Vision
Databases
Python
#semi-supervised-learning#computer-vision#medical-imaging

SeldonIO/alibi-detect

Detects anomalies and drift in data with algorithms for outlier, adversarial, and concept-drift detection.

2.5K
Stable
Jupyter Notebook
Jupyter Notebook
#anomaly-detection#drift-detection#outlier-detection

chaoyanghe/Awesome-Federated-Learning

An integrated federated learning library for research and production use cases.

2.0K
Archived
ML Ops
API Clients & Testing
#federated-learning#distributed-optimization#communication-efficiency

yassouali/awesome-semi-supervised-learning

A curated list of awesome papers, methods, and resources for semi-supervised learning, a powerful machine learning technique.

1.9K
Archived
Machine Learning
Tutorials & Courses
#machine-learning#deep-learning#semi-supervised-learning

KaiyangZhou/Dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

1.4K
Archived
Python
Computer Vision
Machine Learning
PyTorch
#computer-vision#deep-learning#domain-adaptation

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

open-edge-platform/training_extensions

Train, evaluate, optimize, and deploy computer vision models with OpenVINO, a toolkit for accelerating deep learning on edge devices.

1.2K
Active
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#openvino#deep-learning

GANs-in-Action/gans-in-action

A companion repository for the book 'GANs in Action: Deep learning with Generative Adversarial Networks'.

1.0K
Experimental
Jupyter Notebook
GANs
#ai#artificial-intelligence#deep-learning

Minqi824/ADBench

Official implementation of the ADBench anomaly detection benchmark for machine learning models

1.0K
Active
Python
Anomaly Detection
Benchmark
Python
#anomaly-detection#benchmark#data-mining

AngeLouCN/Min_Max_Similarity

A contrastive learning-based semi-supervised medical image segmentation network for surgical tools and video analysis.

1.0K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#contrastive-learning#medical-image-segmentation#video-segmentation

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