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continual-learning

Here are 743 public repositories matching this topic...

plastic-labs / honcho

Memory library for building stateful agents

Updated Jun 5, 2026
Python

aiming-lab / MetaClaw

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

agent reinforcement-learning lora tinker online-learning meta-learning fine-tuning continual-learning ai-agent skill-learning llm openclaw metaclaw

Updated Jun 7, 2026
Python

wangkai930418 / awesome-diffusion-categorized

collection of diffusion model papers categorized by their subareas

tracking detection inversion segmentation diffusion inpainting few-shot diffusion-model continual-learning diffusion-models image-edit stable-diffusion controlnet text-guided

Updated Mar 16, 2026

avalanche

ContinualAI / avalanche

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

training library framework deep-learning metrics evaluation pytorch benchmarks strategies lifelong-learning continual-learning continualai

Updated Mar 11, 2025
Python

chaoyanghe / Awesome-Federated-Learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Updated Sep 3, 2022

GMvandeVen / continual-learning

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.

deep-learning artificial-neural-networks replay incremental-learning variational-autoencoder generative-models lifelong-learning distillation continual-learning elastic-weight-consolidation replay-through-feedback icarl gradient-episodic-memory class-incremental-learning task-incremental-learning domain-incremental-learning

Updated Nov 5, 2025
Jupyter Notebook

AMAP-ML / SkillClaw

Let Skills Evolve Collectively with Agentic Evolver

agent skills hermes collective-intelligence continual-learning ai-agent skill-learning llm llms agentic-ai self-evolving openclaw skill-evolution

Updated Jun 2, 2026
Python

LAMDA-CL / PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning

machine-learning deep-learning reproducible-research open-world pytorch representation-learning incremental-learning lifelong-learning continual-learning open-environment-recognition

Updated Jan 29, 2026
Python

JosephKJ / OWOD

(CVPR 2021 Oral) Open World Object Detection

open-world object-detection cvpr incremental-learning energy-based-model continual-learning detectron2 contrastive-learning cvpr2021

Updated Dec 19, 2022
Python

IAAR-Shanghai / Awesome-AI-Memory

Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个集中式、持续更新的 AI 记忆知识库，系统性整理了与大模型记忆（LLM Memory）与智能体记忆（Agent Memory）相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。

memory-systems continual-learning long-term-memory rag llm-memory ai-memory agent-memory ai-memory-system memory-augmented-models reasoning-over-time awesome-ai-memory

Updated Jun 6, 2026
Python

tamlhp / awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

data-privacy gdpr right-to-be-forgotten machine-unlearning continual-learning forgetting data-deletion unlearning membership-inference data-removal model-certification federated-unlearning recommendation-unlearning few-shot-unlearning unlearning-verification feature-injection deep-unlearning llm-unlearning

Updated May 7, 2026
Jupyter Notebook

mammoth

aimagelab / mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

deep-learning pytorch knowledge-distillation der continual-learning experience-replay neurips2020 dark-experience-replay

Updated May 20, 2026
Python

NeuromatchAcademy / course-content-dl

NMA deep learning course

deep-learning transformers recurrent-neural-networks reinforcement-learning-algorithms convolutional-neural-networks continual-learning

Updated May 13, 2026
Jupyter Notebook

EnnengYang / Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.

Updated Jun 5, 2026

ContinualAI / continual-learning-papers

Continual Learning papers list, curated by ContinualAI

awesome-list papers online-learning lifelong-learning continual-learning

Updated Apr 22, 2024
HTML

Vision-Intelligence-and-Robots-Group / Best-Incremental-Learning

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

incremental-learning continuous-learning lifelong-learning continual-learning catastrophic-forgetting

Updated May 11, 2024

A-EVO-Lab / a-evolve

The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs".

agents continual-learning llm-agents self-evolving

Updated Jun 4, 2026
Python

LAMDA-CL / LAMDA-PILOT

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

machine-learning deep-learning toolkit reproducible-research pytorch incremental-learning lifelong-learning continual-learning pre-trained-models vision-transformer vision-language-model

Updated Jan 29, 2026
Python

mmasana / FACIL

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

machine-learning framework deep-learning reproducible-research survey incremental-learning lifelong-learning continual-learning

Updated May 26, 2023
Python

Wang-ML-Lab / llm-continual-learning-survey

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

continual-learning llm large-language-model

Updated Dec 23, 2025

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