GMvandeVen / continual-learningLinks
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.
☆1,749Updated 3 months ago
Alternatives and similar repositories for continual-learning
Users that are interested in continual-learning are comparing it to the libraries listed below
Sorting:
- Relevant papers in Continual Learning☆735Updated 2 years ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆1,940Updated 5 months ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆718Updated 2 weeks ago
- Continual Learning papers list, curated by ContinualAI☆651Updated last year
- Evaluate three types of task shifting with popular continual learning algorithms.☆522Updated 4 years ago
- Awesome Incremental Learning☆4,184Updated 2 weeks ago
- 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☆967Updated 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
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆597Updated last year
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆303Updated last year
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated last year
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆466Updated 4 months ago
- A clean and simple data loading library for Continual Learning☆436Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆203Updated 4 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆281Updated last year
- 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
- ☆262Updated 3 years ago
- 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
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆292Updated 4 years ago
- An implementation of EWC with PyTorch☆255Updated 6 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆480Updated last week
- Continual Learning tutorials and demo running on Google Colaboratory.☆354Updated 3 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆401Updated 6 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,536Updated 7 months ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,042Updated 2 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆456Updated last year
- Implementation of Learning without Forgetting paper☆133Updated 4 years ago
- This is the Pytorch implementation of LwF☆77Updated 7 months ago
- Overcoming catastrophic forgetting with hard attention to the task☆216Updated 6 years ago