A clean and simple data loading library for Continual Learning
☆446Jun 25, 2023Updated 2 years ago
Alternatives and similar repositories for continuum
Users that are interested in continuum are comparing it to the libraries listed below
Sorting:
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆408Oct 3, 2023Updated 2 years ago
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆197May 30, 2023Updated 2 years ago
- Relevant papers in Continual Learning☆740Jul 25, 2023Updated 2 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆148Jun 30, 2022Updated 3 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆563May 26, 2023Updated 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
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,037Mar 11, 2025Updated last year
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".☆30Jan 24, 2023Updated 3 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆473Apr 10, 2025Updated 11 months 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
- Awesome Incremental Learning☆4,414Jan 29, 2026Updated last month
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆76Mar 25, 2023Updated 2 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆255May 25, 2023Updated 2 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- NEVIS'22: Benchmarking the next generation of never-ending learners☆102Dec 13, 2022Updated 3 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Nov 15, 2021Updated 4 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆417May 30, 2023Updated 2 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆106Jun 27, 2022Updated 3 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,061Jan 29, 2026Updated last month
- Benchmark for Lifelong learning research☆117Aug 16, 2021Updated 4 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆52Feb 16, 2023Updated 3 years ago
- Official repository for Do Pre-trained Models Benefit Equally in Continual Learning? (Accepted to WACV'23)☆26Oct 20, 2024Updated last year
- 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
- CL-Gym: Full-Featured PyTorch Library for Continual Learning☆40Jan 20, 2024Updated 2 years ago
- Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …☆93Oct 4, 2023Updated 2 years ago
- CORe50: a new Dataset and Benchmark for Continual Learning☆124Apr 7, 2021Updated 4 years ago
- PyTorch implementation of our Adam-NSCL algorithm from our CVPR2021 (oral) paper "Training Networks in Null Space for Continual Learning"☆70Jul 24, 2021Updated 4 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆568Jan 29, 2026Updated last month
- Continual Learning tutorials and demo running on Google Colaboratory.☆357Updated this week
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago
- Continual Learning Toolbox for Computer Vision Tasks☆21Oct 3, 2023Updated 2 years ago
- A pytorch compatible data loader to create sequence of tasks for Continual Learning☆32Apr 14, 2020Updated 5 years ago
- Official repository for "CLIP model is an Efficient Continual Learner".☆109Dec 13, 2022Updated 3 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
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆169Oct 29, 2021Updated 4 years ago