incremental-learning topic
incremental_learning.pytorch
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
online-continual-learning
A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomp...
brain-inspired-replay
A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
PyCIL
PyCIL: A Python Toolbox for Class-Incremental Learning
CLsurvey
Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classifi...
Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
incremental_training
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
river
🌊 Online machine learning in Python
pysad
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
cvpr_clvision_challenge
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!