Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
☆2,103Mar 11, 2025Updated last year
Alternatives and similar repositories for avalanche
Users that are interested in avalanche are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆357Feb 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…☆1,883Nov 5, 2025Updated 11 months ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆842May 20, 2026Updated 4 months ago
- Continual Learning papers list, curated by ContinualAI☆739Apr 22, 2024Updated 2 years ago
- A clean and simple data loading library for Continual Learning☆450Jun 25, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,111Jan 29, 2026Updated 8 months ago
- Relevant papers in Continual Learning☆744Jul 25, 2023Updated 3 years ago
- Awesome Incremental Learning☆4,529Updated this week
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆427May 30, 2023Updated 3 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆531Apr 26, 2021Updated 5 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆615May 11, 2024Updated 2 years ago
- Continual Learning tutorials and demo running on Google Colaboratory.☆359Mar 16, 2026Updated 6 months ago
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆323Jan 29, 2024Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆204Jun 3, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Avalanche fork adding RL support☆85Apr 13, 2023Updated 3 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆410Oct 3, 2023Updated 3 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆478Jul 30, 2024Updated 2 years ago
- FedRay: a Research Framework for Federated Learning based on Ray☆23Aug 11, 2026Updated last month
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆202May 30, 2023Updated 3 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆607Jan 29, 2026Updated 8 months ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆471Apr 10, 2025Updated last year
- CL-Gym: Full-Featured PyTorch Library for Continual Learning☆42Jan 20, 2024Updated 2 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆288Nov 7, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆147Jun 30, 2022Updated 4 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☆46Apr 8, 2024Updated 2 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254May 25, 2023Updated 3 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆175Oct 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.☆109Aug 31, 2026Updated last month
- ☆177Feb 21, 2022Updated 4 years ago
- CVPR 2022 Continual Learning in Computer Vision Workshop Challenge☆27Dec 15, 2022Updated 3 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆196Apr 23, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆210Oct 12, 2021Updated 4 years ago
- Awesome Few-Shot Class-Incremental Learning☆252Jan 14, 2024Updated 2 years ago
- AI-Toolkit collecting and implementing the AI modules for a TEACHING application.☆29Jul 17, 2023Updated 3 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆77Mar 25, 2023Updated 3 years ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆252Jul 6, 2023Updated 3 years ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆128Sep 25, 2022Updated 4 years ago
- ☆75Dec 8, 2022Updated 3 years ago