ContinualAI / avalancheLinks
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
☆1,940Updated 5 months ago
Alternatives and similar repositories for avalanche
Users that are interested in avalanche are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,749Updated 3 months ago
- Continual Learning papers list, curated by ContinualAI☆653Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆722Updated last week
- Relevant papers in Continual Learning☆735Updated 2 years ago
- A clean and simple data loading library for Continual Learning☆436Updated 2 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆303Updated last year
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆553Updated 2 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆968Updated last week
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆410Updated 2 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆522Updated 4 years ago
- Awesome Incremental Learning☆4,184Updated 2 weeks ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,508Updated 2 weeks ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆597Updated last year
- Continual Learning tutorials and demo running on Google Colaboratory.☆354Updated 3 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆982Updated 2 weeks ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆456Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆480Updated last week
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆466Updated 4 months ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,286Updated last year
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆203Updated 4 years ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆242Updated 2 years ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,849Updated last year
- A python library for self-supervised learning on images.☆3,512Updated 2 weeks ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,832Updated last year
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,164Updated last year
- 👽 Out-of-Distribution Detection with PyTorch☆308Updated 2 months ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆263Updated 9 months ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,042Updated 2 years ago
- Awesome Few-Shot Class-Incremental Learning☆242Updated last year