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Search results for python incremental learning
incremental-learning
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63 search results found
River
⭐
4,748
🌊 Online machine learning in Python
Continual Learning
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1,190
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.
Owod
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894
(CVPR 2021 Oral) Open World Object Detection
Pycil
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613
PyCIL: A Python Toolbox for Class-Incremental Learning
Facil
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425
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
Continuum
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343
A clean and simple data loading library for Continual Learning
Esbmc
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221
The efficient SMT-based context-bounded model checker (ESBMC)
Incremental_learning.pytorch
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210
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
Pysad
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200
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
Brain Inspired Replay
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169
A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
Continual Learning Benchmark
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158
Evaluate three types of task shifting with popular continual learning algorithms.
Lamda Pilot
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134
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
Online Continual Learning
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133
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).
Tornado
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119
The Tornado 🌪️ framework, designed and implemented for adaptive online learning and data stream mining in Python.
Incremental_training
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96
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
Nonce2vec
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83
Incremental learning of word embeddings with context informativeness.
Deep River
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79
Incremental Learning
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76
Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."
Fcil
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73
This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.
Cvpr21_pass
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72
PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
Iod
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63
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
Streamad
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63
Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
Clsurvey
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61
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.
Revisitingcil
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53
The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.
Continual Learning Benchmark
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42
Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance techniques vary with a domain other than images.
Doubleadapt
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42
The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.
Il Semsegm
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38
Code for the paper "Incremental Learning Techniques for Semantic Segmentation", Michieli U. and Zanuttigh P., ICCVW, 2019
Cvaecaposr
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36
Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ballan, ICCV, 2021.
Eli
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35
(CVPR 2022) Energy-based Latent Aligner for Incremental Learning
Generative_continual_learning
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33
Clrec
⭐
33
Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"
Cls Er
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29
The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""
Continual_learning_data_former
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28
A pytorch compatible data loader to create sequence of tasks for Continual Learning
Rcm
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27
The official repository (in PyTorch) for the ECCV 2020 paper "Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference".
Merlin
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27
(NeurIPS 2020) Meta-Consolidation for Continual Learning
Cwd
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25
Official Implementation of CVPR 2022 paper: "Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning"
Ssldpca Il Faultdetection
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23
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)
Incloud
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22
InCloud: Incremental Learning for Point Cloud Place Recognition IROS2022 https://arxiv.org/abs/2203.00807
Saic Unsupervised Landmark Detection Neurips2019
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20
Code for paper "Object landmark discovery through unsupervised adaptation"
Rivertext
⭐
17
RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!
Continuemkgc
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17
Code for the paper "Continual Multimodal Knowledge Graph Construction"
Mrn
⭐
17
Official Pytorch implementations of MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition (ICCV 2023)
Sail
⭐
16
Library for streaming data and incremental learning algorithms.
Mas Pytorch
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14
A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"
Iclr23 Memo
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14
The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch
Keras Imprinting
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14
论文Low-Shot Learning with Imprinted Weights 的keras 版简要实现;
Clhive
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13
A PyTorch framework for Continual Learning research.
Il2a
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12
PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"
Cil_segmentation
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12
[ITSC 2020] Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels
Cvpr20_clvision_challenge
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12
1'st Place approach for CVPR 2020 Continual Learning Challenge
Clad
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11
Implementation of CLAD: A Continual Learning benchmark for Autonomous Driving. A continual classification and detectin track. Provides pure PyTorch, Avalanche and Detectron2 implementations.
A Pytorch Tutorial To Class Incremental Learning
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10
a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.
Cnll Continual_learning_noisy_labels
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10
Official Implementation of CVPR 2022 workshop paper "CNLL: A Semi-supervised Approach for Continual Noisy Label Learning"
Streamndr
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10
Novelty detection for data streams in Python
Thor Public
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9
AutoML tools for solving Time-Varying High-Dimensional Ordinal Regression Problems
Slimebot Volleyball
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9
3D gym environments to train RL agents to play the Slime Volleyball game in 3 dimensions using Webots as simulator.
Gantree
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9
Code release for "GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions", ICCV 2019
Ar1 Pytorch
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8
AR1* with Latent Replay, implemented in PyTorch
Subspace Reg
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6
Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification
Dcil
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6
Official implementation of Deep Class Incremental Learning from Decentralized Data (IEEE TNNLS 22)
Tarc
⭐
5
Official repo for "Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach"
Continual_learning_with_vit
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5
Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"
Cscct
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5
Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"
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