Alternatives and similar repositories for online-continual-learning

Users that are interested in online-continual-learning are comparing it to the libraries listed below

• mmasana / FACIL
  Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
  ☆555Updated 2 years ago
• Mattdl / CLsurvey
  Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …
  ☆204Updated 4 years ago
• arthurdouillard / incremental_learning.pytorch
  A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
  ☆408Updated 2 years ago
• ContinualAI / continual-learning-baselines
  Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…
  ☆314Updated last year
• aimagelab / mammoth
  An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…
  ☆750Updated 2 months ago
• Rhyssiyan / DER-ClassIL.pytorch
  The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
  ☆166Updated 4 years ago
• GT-RIPL / Continual-Learning-Benchmark
  Evaluate three types of task shifting with popular continual learning algorithms.
  ☆522Updated 4 years ago
• yaoyao-liu / class-incremental-learning
  PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
  ☆471Updated 7 months ago
• DRSAD / iCaRL
  ☆101Updated 3 years ago
• ngailapdi / LWF
  Implementation of Learning without Forgetting paper
  ☆134Updated 4 years ago
• LAMDA-CL / Awesome-Few-Shot-Class-Incremental-Learning
  Awesome Few-Shot Class-Incremental Learning
  ☆246Updated last year
• xyutao / fscil
  Official repository for Few-Shot Class-Incremental Learning (FSCIL)
  ☆245Updated 5 years ago
• donlee90 / icarl
  PyTorch Implementation of iCaRL
  ☆119Updated 6 years ago
• GMvandeVen / class-incremental-learning
  PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…
  ☆78Updated 2 years ago
• LAMDA-CL / CIL_Survey
  Class-Incremental Learning: A Survey (TPAMI 2024)
  ☆268Updated last year
• Vision-Intelligence-and-Robots-Group / Best-Incremental-Learning
  An Incremental Learning, Continual Learning, and Life-Long Learning Repository
  ☆603Updated last year
• LAMDA-CL / PyCIL
  PyCIL: A Python Toolbox for Class-Incremental Learning
  ☆1,008Updated 2 months ago
• Continvvm / continuum
  A clean and simple data loading library for Continual Learning
  ☆441Updated 2 years ago
• EdenBelouadah / class-incremental-learning
  ☆177Updated 3 years ago
• optimass / continual_learning_papers
  Relevant papers in Continual Learning
  ☆740Updated 2 years ago
• icoz69 / CEC-CVPR2021
  Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"
  ☆165Updated 4 years ago
• ContinualAI / continual-learning-papers
  Continual Learning papers list, curated by ContinualAI
  ☆668Updated last year
• hshustc / CVPR19_Incremental_Learning
  Learning a Unified Classifier Incrementally via Rebalancing
  ☆194Updated 4 years ago
• joansj / hat
  Overcoming catastrophic forgetting with hard attention to the task
  ☆218Updated 6 years ago
• shivamsaboo17 / Overcoming-Catastrophic-forgetting-in-Neural-Networks
  Elastic weight consolidation technique for incremental learning.
  ☆150Updated 4 years ago
• srebuffi / iCaRL
  ☆267Updated 4 years ago
• zhchuu / continual-learning-reproduce
  Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.
  ☆53Updated 2 years ago
• MasLiang / Learning-without-Forgetting-using-Pytorch
  This is the Pytorch implementation of LwF
  ☆79Updated 10 months ago
• Impression2805 / CVPR21_PASS
  PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
  ☆118Updated 2 years ago
• GMvandeVen / brain-inspired-replay
  A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…
  ☆244Updated 2 years ago