incremental-learning topic

A pytorch compatible data loader to create sequence of tasks for Continual Learning

TLESORT

TLESORT

1'st Place approach for CVPR 2020 Continual Learning Challenge

RaptorMai

(CVPR 2021 Oral) Open World Object Detection

JosephKJ

Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

outbrain

The Tornado :tornado: framework, designed and implemented for adaptive online learning and data stream mining in Python.

alipsgh

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.

GMvandeVen

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

GT-RIPL

A clean and simple data loading library for Continual Learning

Continvvm

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

mmasana