incremental-learning
There are 194 repositories under incremental-learning topic.
online-ml/river
🌊 Online machine learning in Python
GMvandeVen/continual-learning
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.
openvinotoolkit/training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
JosephKJ/OWOD
(CVPR 2021 Oral) Open World Object Detection
G-U-N/PyCIL
PyCIL: A Python Toolbox for Class-Incremental Learning
Vision-Intelligence-and-Robots-Group/Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
mmasana/FACIL
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
GT-RIPL/Continual-Learning-Benchmark
Evaluate three types of task shifting with popular continual learning algorithms.
Continvvm/continuum
A clean and simple data loading library for Continual Learning
arthurdouillard/incremental_learning.pytorch
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
RaptorMai/online-continual-learning
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).
esbmc/esbmc
The efficient SMT-based context-bounded model checker (ESBMC)
sun-hailong/LAMDA-PILOT
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
selimfirat/pysad
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
GMvandeVen/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).
Mattdl/CLsurvey
Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.
JH-LEE-KR/l2p-pytorch
PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22
outbrain/fwumious_wabbit
Fwumious Wabbit, fast on-line machine learning toolkit written in Rust
alipsgh/tornado
The Tornado :tornado: framework, designed and implemented for adaptive online learning and data stream mining in Python.
MBKraus/incremental_training
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
shivamsaboo17/Overcoming-Catastrophic-forgetting-in-Neural-Networks
Elastic weight consolidation technique for incremental learning.
ThyrixYang/awesome-artificial-intelligence-research
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
JosephKJ/iOD
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
khurramjaved96/incremental-learning
Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."
Fengrui-Liu/StreamAD
Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
Impression2805/CVPR21_PASS
PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
minimalparts/nonce2vec
Incremental learning of word embeddings with context informativeness.
zhoudw-zdw/RevisitingCIL
The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.
conditionWang/FCIL
This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.
oflg/TiddlyMemo
TiddlyMemo uses advanced Incremental Learning concepts to make it your powerful second brain for acquiring lifelong knowledge.
JH-LEE-KR/dualprompt-pytorch
PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
G-U-N/a-PyTorch-Tutorial-to-Class-Incremental-Learning
a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.
SJTU-Quant/DoubleAdapt
The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.
wangfin/SSLDPCA-IL-FaultDetection
Semi-Supervised Density Peak Clustering Algorithm, Incremental Learning, Fault Detection（基于半监督密度聚类+增量学习的故障诊断）
Pervasive-AI-Lab/cvpr_clvision_challenge
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!