PyCIL: A Python Toolbox for Class-Incremental Learning
β1,106Jan 29, 2026Updated 7 months ago
Alternatives and similar repositories for PyCIL
Users that are interested in PyCIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Class-Incremental Learning: A Survey (TPAMI 2024)β288Nov 7, 2024Updated last year
- π PILOT: A Pre-trained Model-Based Continual Learning Toolboxβ603Jan 29, 2026Updated 7 months ago
- Awesome Incremental Learningβ4,528Jun 27, 2026Updated 2 months ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repositoryβ614May 11, 2024Updated 2 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.β569May 26, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI β’ AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.β109Aug 31, 2026Updated 2 weeks ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021β175Oct 29, 2021Updated 4 years ago
- Awesome Few-Shot Class-Incremental Learningβ251Jan 14, 2024Updated 2 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)β139Oct 31, 2023Updated 2 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"β121May 13, 2023Updated 3 years ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)β154Aug 25, 2024Updated 2 years ago
- The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.β63Nov 29, 2022Updated 3 years ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learniβ¦β838May 20, 2026Updated 3 months ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.β2,091Mar 11, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits β’ AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)β471Apr 10, 2025Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classβ¦β1,884Nov 5, 2025Updated 10 months ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).β409Oct 3, 2023Updated 2 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022β147Jun 30, 2022Updated 4 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"β171Jun 22, 2021Updated 5 years ago
- Code for NeurIPS 2022 paper βS-Prompts Learning with Pre-trained Transformers: An Occamβs Razor for Domain Incremental Learningββ106Sep 26, 2024Updated last year
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ β¦β478Jul 30, 2024Updated 2 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)β251Sep 20, 2020Updated 6 years ago
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power β¦β56Aug 17, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)β92Nov 15, 2024Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22β205Oct 14, 2023Updated 2 years ago
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"β161Oct 5, 2023Updated 2 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), Sβ¦β426May 30, 2023Updated 3 years ago
- A clean and simple data loading library for Continual Learningβ450Jun 25, 2023Updated 3 years ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.β83Apr 1, 2025Updated last year
- π π A curated list of awesome papers for incremental learning with pre-trained modelsβ57Jun 9, 2025Updated last year
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)β65Jul 3, 2025Updated last year
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorchβ47Mar 21, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and oβ¦β357Feb 20, 2024Updated 2 years ago
- Learning a Unified Classifier Incrementally via Rebalancingβ196Apr 23, 2021Updated 5 years ago
- β177Feb 21, 2022Updated 4 years ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.β367Jan 27, 2026Updated 7 months ago
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"β40Aug 7, 2022Updated 4 years ago
- The code repository for "Task-Agnostic Guided Feature Expansion for Class-Incremental Learning" (CVPR25)β27Dec 31, 2025Updated 8 months ago
- PyTorch implementation of "Continual Detection Transformer for Incremental Object Detection" (CVPR 2023)β112Jan 26, 2025Updated last year