Skip to content
#

continual-learning

Star

Here are 468 public repositories matching this topic...

Language: All
Filter by language
All 468 Python 345 Jupyter Notebook 52 TeX 7 MATLAB 4 C++ 3 HTML 3 Shell 2 CSS 1 EJS 1 Java 1
Sort: Most stars
Sort options
Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

chaoyanghe / Awesome-Federated-Learning

Star 1.9k

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

machine-learning privacy computer-vision semi-supervised-learning transfer-learning wireless-communication distributed-optimization interpretability neural-architecture-search federated-learning continual-learning vertical-federated-learning non-iid decentralized-federated-learning hierarchical-federated-learning adversarial-attack-and-defense communication-efficiency straggler-problem computation-efficiency incentive-mechanism
  • Updated Sep 3, 2022

GMvandeVen / continual-learning

Star 1.6k

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.

deep-learning artificial-neural-networks replay incremental-learning variational-autoencoder generative-models lifelong-learning distillation continual-learning elastic-weight-consolidation replay-through-feedback icarl gradient-episodic-memory class-incremental-learning task-incremental-learning domain-incremental-learning
  • Updated Mar 21, 2024
  • Jupyter Notebook

RaptorMai / online-continual-learning

Star 391

A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

computer-vision deep-learning convolutional-neural-networks incremental-learning lifelong-learning continual-learning catastrophic-forgetting online-continual-learning class-incremental-learning incremental-continual-learning
  • Updated May 30, 2023
  • Python

Improve this page

Add a description, image, and links to the continual-learning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the continual-learning topic, visit your repo's landing page and select "manage topics."

Learn more