toil2sweet Goto Github PK

agem

Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

awesome-incremental-learning

Awesome Incremental Learning

bci

Application of OWM Method on RNN Network

best-incremental-learning

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

cldnet

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

continual-learning-benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

continual_learning_papers

Relevant papers in Continual Learning

convolutional-rvfl

Convolutional Random Vector Functional Link Network+

crnet

Official Implementation of "CRNet: A Fast Continual Learning Framework with Random Theory" paper

deep-rvfl

Deep Random Vector Functional Link training function

eft

Class Incremental learning, Task Incremental Learning

ewc.pytorch

An implementation of EWC with PyTorch

facil

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

gang-neuron

Dendrite Net: A White-Box Module for Classification, Regression, and System Identification: https://arxiv.org/abs/2004.03955. It may be time to improve the neuron of artificial neural network (IEEE preprints-IEEE preprints ranking （TechRxiv）: Top 1 in yearly popularity-You should cite it.): https://doi.org/10.36227/techrxiv.12477266

gradientepisodicmemory

Continuum Learning with GEM: Gradient Episodic Memory

lottery-jackpots

Pytorch implementation of our paper accepted by TPAMI 2023 — Lottery Jackpots Exist in Pre-trained Models

mas-memory-aware-synapses

Memory Aware Synapses method implementation code

owm

Code for Continual Learning of Context-dependent Processing in Neural Networks

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

rpsnet

Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019