49 results found Sort:

online-ml
river online-ml
525
4.8k
bsd-3-clause
85
🌊 Online machine learning in Python
python streaming data-science concept-drift streaming-data online-learning machine-learning online-statistics stream-processing incremental-learning real-time-processing online-machine-learning
Created 2019-01-24
3,875 commits to main branch, last one 12 days ago
GMvandeVen
continual-learning GMvandeVen
305
1.5k
mit
29
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.
icarl replay distillation deep-learning generative-models lifelong-learning continual-learning incremental-learning replay-through-feedback variational-autoencoder gradient-episodic-memory task-incremental-learning artificial-neural-networks class-incremental-learning domain-incremental-learning elastic-weight-consolidation
Created 2018-09-26
41 commits to master branch, last one 2 months ago
openvinotoolkit
training_extensions openvinotoolkit
436
1.1k
apache-2.0
46
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
automl pytorch datumaro openvino quantization deep-learning computer-vision machine-learning object-detection anomaly-detection transfer-learning action-recognition image-segmentation image-classification incremental-learning self-supervised-learning semi-supervised-learning neural-networks-compression hyper-parameter-optimization
Created 2018-10-26
477 commits to develop branch, last one a day ago
JosephKJ
OWOD JosephKJ
154
1.0k
apache-2.0
22
(CVPR 2021 Oral) Open World Object Detection
cvpr cvpr2021 detectron2 open-world object-detection continual-learning energy-based-model contrastive-learning incremental-learning
Created 2020-09-29
77 commits to master branch, last one about a year ago
G-U-N
PyCIL G-U-N
128
715
other
8
PyCIL: A Python Toolbox for Class-Incremental Learning
pytorch deep-learning machine-learning lifelong-learning continual-learning incremental-learning reproducible-research
Created 2021-12-23
118 commits to master branch, last one about a month ago
Vision-Intelligence-and-Robots-Group
Best-Incremental-Learning Vision-Intelligence-and-Robots-Group
49
508
unknown
19
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
lifelong-learning continual-learning continuous-learning incremental-learning catastrophic-forgetting
Created 2022-03-30
209 commits to main branch, last one 20 days ago
mmasana
FACIL mmasana
97
502
mit
9
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
survey framework deep-learning machine-learning lifelong-learning continual-learning incremental-learning reproducible-research
Created 2020-09-22
11 commits to master branch, last one about a year ago
GT-RIPL
Continual-Learning-Benchmark GT-RIPL
90
499
mit
16
Evaluate three types of task shifting with popular continual learning algorithms.
deep-learning lifelong-learning continual-learning continuous-learning incremental-learning artificial-neural-networks
Created 2018-11-30
17 commits to master branch, last one 3 years ago
Continvvm
continuum Continvvm
44
403
mit
10
A clean and simple data loading library for Continual Learning
dataset pytorch dataloader online-learning lifelong-learning continual-learning incremental-learning
Created 2020-04-11
1,142 commits to master branch, last one about a year ago
arthurdouillard
incremental_learning.pytorch arthurdouillard
58
377
mit
15
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
pytorch research deep-learning lifelong-learning continual-learning incremental-learning
Created 2019-04-02
168 commits to master branch, last one 2 years ago
RaptorMai
online-continual-learning RaptorMai
57
362
unknown
6
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 (Neurocomp...
deep-learning computer-vision lifelong-learning continual-learning incremental-learning catastrophic-forgetting online-continual-learning class-incremental-learning convolutional-neural-networks incremental-continual-learning
Created 2021-01-29
27 commits to main branch, last one 2 years ago
esbmc
esbmc esbmc
87
255
other
17
The efficient SMT-based context-bounded model checker (ESBMC)
c bmc cpp cheri kotlin python cp-solver smt-solver k-induction automated-testing solidity-contracts incremental-learning automated-verification
Created 2015-06-20
23,372 commits to master branch, last one 4 days ago
sun-hailong
LAMDA-PILOT sun-hailong
22
233
mit
3
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
pytorch toolkit deep-learning machine-learning lifelong-learning continual-learning pre-trained-models vision-transformer incremental-learning reproducible-research vision-language-model
Created 2023-08-30
35 commits to main branch, last one 5 days ago
selimfirat
pysad selimfirat
20
223
bsd-3-clause
5
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
python anomaly outliers real-time streaming-data fraud-detection machine-learning anomaly-detection outlier-detection intrusion-detection incremental-learning unsupervised-learning
Created 2020-06-05
217 commits to master branch, last one 7 months ago
GMvandeVen
brain-inspired-replay GMvandeVen
63
218
mit
7
A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
replay split-mnist distillation deep-learning brain-inspired permuted-mnist split-cifar100 internal-replay generative-replay lifelong-learning continual-learning incremental-learning synaptic-intelligence replay-through-feedback variational-autoencoder artificial-neural-networks elastic-weight-consolidation
Created 2020-08-04
10 commits to master branch, last one 2 years ago
Mattdl
CLsurvey Mattdl
24
191
other
9
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 classifi...
hat icarl tpami packnet framework inaturalist tinyimagenet deep-learning defy-forgetting neural-networks continual-learning classification-tasks incremental-learning hyperparameter-tuning memory-aware-synapses synaptic-intelligence gradient-episodic-memory incremental-moment-matching elastic-weight-consolidation
Created 2020-04-06
6 commits to master branch, last one 2 years ago
JH-LEE-KR
l2p-pytorch JH-LEE-KR
23
161
apache-2.0
2
PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22
deep-learning continual-learning incremental-learning pytorch-implemention
Created 2022-08-28
37 commits to main branch, last one about a year ago
outbrain
fwumious_wabbit outbrain
18
127
other
14
Fwumious Wabbit, fast on-line machine learning toolkit written in Rust
rust deep-learning online-learning machine-learning data-stream-mining logistic-regression incremental-learning factorization-machines
Created 2020-09-14
1,002 commits to main branch, last one about a month ago
alipsgh
tornado alipsgh
32
126
mit
7
The Tornado :tornado: framework, designed and implemented for adaptive online learning and data stream mining in Python.
ddm eddm hddm mddm adwin fhddm data-stream concept-drift drift-detection online-learning adaptive-learning incremental-learning
Created 2017-09-06
72 commits to master branch, last one 7 months ago
MBKraus
incremental_training MBKraus
57
119
unknown
6
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
kafka keras docker mlflow airflow data-science docker-compose incremental-learning
Created 2019-10-25
61 commits to master branch, last one 2 years ago
ThyrixYang
awesome-artificial-intelligence-research ThyrixYang
15
113
unknown
5
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
paper automl detection recognition awesome-list deep-learning meta-learning computer-vision interpretability machine-learning domain-adaptation transfer-learning incremental-learning graph-neural-networks reinforcement-learning artificial-intelligence self-supervised-learning natural-language-processing generative-adversarial-network reinforcement-learning-resources
Created 2020-10-17
55 commits to main branch, last one about a year ago
JosephKJ
iOD JosephKJ
21
112
apache-2.0
4
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
tpami pami-2021 detectron2 meta-learning object-detection continual-learning incremental-learning
Created 2021-10-19
26 commits to main branch, last one about a year ago
khurramjaved96
incremental-learning khurramjaved96
24
106
unknown
8
Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."
pytorch distillation machine-learning incremental-learning paper-implementations convolutional-neural-networks
Created 2018-01-25
870 commits to autoencoders branch, last one 4 years ago
Fengrui-Liu
StreamAD Fengrui-Liu
22
104
apache-2.0
6
Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
python streaming timeseries time-series data-streams online-learning machine-learning anomaly-detection outlier-detection real-time-detection incremental-learning data-stream-processing
Created 2020-11-16
245 commits to main branch, last one about a year ago
online-ml
deep-river online-ml
10
100
bsd-3-clause
6
This repository has no description...
stream pytorch data-science deep-learning neural-network online-learning machine-learning outlier-detection incremental-learning online-deep-learning
Created 2021-11-17
595 commits to master branch, last one 26 days ago
Impression2805
CVPR21_PASS Impression2805
18
98
unknown
4
PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
lifelong-learning continual-learning incremental-learning self-supervised-learning
Created 2021-03-27
26 commits to main branch, last one about a year ago
minimalparts
nonce2vec minimalparts
15
95
mit
7
Incremental learning of word embeddings with context informativeness.
word2vec tiny-data gensim-word2vec learning-algorithm incremental-learning distributional-semantics
Created 2017-07-03
275 commits to master branch, last one 3 years ago
zhoudw-zdw
RevisitingCIL zhoudw-zdw
21
93
unknown
2
The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.
lifelong-learning continual-learning incremental-learning catastrophic-forgetting class-incremental-learning
Created 2023-03-13
6 commits to main branch, last one 8 months ago
conditionWang
FCIL conditionWang
28
92
unknown
5
This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.
cvpr2022 continual-learning federated-learning incremental-learning
Created 2022-03-08
31 commits to main branch, last one 9 months ago
oflg
TiddlyMemo oflg
5
86
mit
4
TiddlyMemo uses advanced Incremental Learning concepts to make it your powerful second brain for acquiring lifelong knowledge.
anki lingq supermemo flashcards tiddlywiki tiddlywiki5 tiddlywiki-plugin incremental-reading incremental-learning
This repository has been archived (exclude archived)
Created 2022-04-01
320 commits to master branch, last one 8 months ago