Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

PyCIL: A Python Toolbox for Class-Incremental Learning

🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox

Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

Awesome Incremental Learning

Demonstrations of Loss of Plasticity and Implementation of Continual Backpropagation

[CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey

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

Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting