CL-Gym: Full-Featured PyTorch Library for Continual Learning
☆40Jan 20, 2024Updated 2 years ago
Alternatives and similar repositories for CL-Gym
Users that are interested in CL-Gym are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆38Nov 4, 2024Updated last year
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 4 years ago
- ☆29Oct 20, 2021Updated 4 years ago
- A clean and simple data loading library for Continual Learning☆446Jun 25, 2023Updated 2 years ago
- Official repository of the paper 'Essentials for Class Incremental Learning'☆42Sep 16, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation☆11Sep 4, 2019Updated 6 years ago
- ☆60Apr 1, 2022Updated 3 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2…☆22Oct 23, 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
- HTML representation for Python objects.☆17Apr 16, 2025Updated 11 months ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,041Mar 11, 2025Updated last year
- The PackNet Continual Learning Method in Pytorch☆15Aug 19, 2021Updated 4 years ago
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".☆30Jan 24, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Official Implementation of CVPR 2022 paper: "Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning…☆35Feb 10, 2023Updated 3 years ago
- Coresets via Bilevel Optimization☆68Nov 2, 2020Updated 5 years ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,834Nov 5, 2025Updated 4 months ago
- ☆12Aug 13, 2022Updated 3 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Nov 10, 2020Updated 5 years ago
- Template & code for the Continual Learning EValuation Assessment (CLEVA) Compass☆24Dec 13, 2023Updated 2 years ago
- Official implementation of https://arxiv.org/abs/2106.03496☆15Jul 27, 2022Updated 3 years ago
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Aug 10, 2021Updated 4 years ago
- Uniform Manifold Approximation and Projection☆13Oct 27, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022☆15Apr 17, 2023Updated 2 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
- Continual Learning tutorials and demo running on Google Colaboratory.☆358Mar 16, 2026Updated last week
- ICLR 2022☆18Apr 15, 2022Updated 3 years ago
- CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!☆58Dec 13, 2022Updated 3 years ago
- ☆22Jul 30, 2023Updated 2 years ago
- A pytorch implementation of CVPR 2019 paper Learning without Memorizing.☆17Jul 25, 2024Updated last year
- This repositorie es the code of the paper Optimizing Reusable Knowledge for Continual Learning via Metalearning.☆11Oct 12, 2021Updated 4 years ago
- Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning☆33Feb 7, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Relevant papers in Continual Learning☆740Jul 25, 2023Updated 2 years ago
- The Official Code of CPR (ICLR 2021)☆15Oct 14, 2021Updated 4 years ago
- ☆13Apr 7, 2022Updated 3 years ago
- Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification☆29May 27, 2023Updated 2 years ago
- ICLR 2020 Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies☆18Jul 16, 2020Updated 5 years ago
- Seed repo for CVPR'21 Continual Learning Challenge☆13Apr 26, 2021Updated 4 years ago
- Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"☆18Aug 14, 2022Updated 3 years ago