Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

Code for Continual Learning of Context-dependent Processing in Neural Networks

Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

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 classi…

Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.