#Lifelong-learning
Showing 12 of 12 repositories tagged #lifelong-learning, ranked by stars
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
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.
๐ PILOT: A Pre-trained Model-Based Continual Learning Toolbox
๐ณ AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to career & social intelligence, built on cognitive science. | ไบบ็ฑปๅ ปๆ่ฎฐ๏ผAI ้ฉฑๅจ็็ป่บซๅญฆไน ๆ่ฝๆ
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
Evaluate three types of task shifting with popular continual learning algorithms.
A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and survey (Neurocomputing).
This repository is a getting started kit for a lifelong learning system with Obsidian and Anki.
Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"
[CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.
[ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!