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online-ml/river

A Python library for online machine learning, enabling incremental and real-time learning on data streams.

5.7K

Active

Python

ML Ops

Streaming

Python

#concept-drift#incremental-learning#online-learning

GMvandeVen/continual-learning

A PyTorch implementation of various continual learning methods for AI/ML developers.

1.8K

Stable

Jupyter Notebook

LLM Frameworks

Testing

PyTorch

#continual-learning#deep-learning#incremental-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

JosephKJ/OWOD

A research project focused on open-world object detection using continual and contrastive learning techniques.

1.1K

Archived

Python

Computer Vision

Testing

PyTorch

#object-detection#continual-learning#contrastive-learning

LAMDA-CL/PyCIL

A Python toolbox for class-incremental learning, a machine learning technique for training models on a continuous stream of data.

1.1K

Active

Python

Machine Learning Ops

Libraries

PyTorch

#continual-learning#incremental-learning#lifelong-learning

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