Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
☆2,037Mar 11, 2025Updated last year
Alternatives and similar repositories for avalanche
Users that are interested in avalanche are comparing it to the libraries listed below
Sorting:
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆337Feb 20, 2024Updated 2 years ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,832Nov 5, 2025Updated 4 months ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆791Mar 2, 2026Updated 2 weeks ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆563May 26, 2023Updated 2 years ago
- Continual Learning papers list, curated by ContinualAI☆698Apr 22, 2024Updated last year
- A clean and simple data loading library for Continual Learning☆446Jun 25, 2023Updated 2 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,063Jan 29, 2026Updated last month
- Relevant papers in Continual Learning☆740Jul 25, 2023Updated 2 years ago
- Awesome Incremental Learning☆4,414Jan 29, 2026Updated last month
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆419May 30, 2023Updated 2 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆607May 11, 2024Updated last year
- Continual Learning tutorials and demo running on Google Colaboratory.☆357Updated this week
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆325Jan 29, 2024Updated 2 years ago
- Avalanche fork adding RL support☆81Apr 13, 2023Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Jun 3, 2021Updated 4 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆408Oct 3, 2023Updated 2 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆471Jul 30, 2024Updated last year
- FedRay: a Research Framework for Federated Learning based on Ray☆22Nov 20, 2024Updated last year
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆197May 30, 2023Updated 2 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆568Jan 29, 2026Updated last month
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆473Apr 10, 2025Updated 11 months ago
- CL-Gym: Full-Featured PyTorch Library for Continual Learning☆40Jan 20, 2024Updated 2 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆280Nov 7, 2024Updated last year
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆148Jun 30, 2022Updated 3 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 4 years ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆45Apr 8, 2024Updated last year
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆169Oct 29, 2021Updated 4 years ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆107Sep 3, 2025Updated 6 months ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆255May 25, 2023Updated 2 years ago
- CVPR 2022 Continual Learning in Computer Vision Workshop Challenge☆27Dec 15, 2022Updated 3 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆194Apr 23, 2021Updated 4 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆208Oct 12, 2021Updated 4 years ago
- Awesome Few-Shot Class-Incremental Learning☆250Jan 14, 2024Updated 2 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆76Mar 25, 2023Updated 2 years ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆250Jul 6, 2023Updated 2 years ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆126Sep 25, 2022Updated 3 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆100Mar 30, 2022Updated 3 years ago