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The Top 23 Python Transfer Learning Domain Adaptation Open Source Projects

Open source projects categorized as Python Transfer Learning Domain Adaptation
Categories > Machine Learning > Domain Adaptation
Categories > Machine Learning > Transfer Learning
Transferlearning ⭐ 12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 4 months ago
Transfer Learning Library ⭐ 2,883
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 5 months ago
Deep Transfer Learning ⭐ 517
A collection of implementations of deep domain adaptation algorithms
most recent commit 2 years ago
Pykale ⭐ 415
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
total releases 12most recent commit 3 months ago
Seg Uncertainty ⭐ 374
IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
most recent commit 4 months ago
Shot ⭐ 279
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
most recent commit 2 years ago
Adapt ⭐ 253
Awesome Domain Adaptation Python Toolbox
total releases 17most recent commit 3 months ago
Clan ⭐ 243
( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
most recent commit 3 years ago
Pytorch Adapt ⭐ 234
Domain adaptation made easy. Fully featured, modular, and customizable.
total releases 99most recent commit a year ago
Transfer Learning Materials ⭐ 227
resource collection for transfer learning!
most recent commit 8 months ago
Bnm ⭐ 222
code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)
most recent commit 2 years ago
Tlbook Code ⭐ 163
Code for Transfer Learning book--《迁移学习导论》配套代码
most recent commit 10 months ago
Everypixelmatters ⭐ 150
Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"
most recent commit a year ago
Tl Bearing Fault Diagnosis ⭐ 135
Bearing Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
most recent commit 5 months ago
Moving Semantic Transfer Network ⭐ 82
Tensorflow codes for ICML2018, Learning Semantic Representations for Unsupervised Domain Adaptation
most recent commit 6 years ago
Kd3a ⭐ 81
Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".
most recent commit 2 years ago
Adatime ⭐ 77
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
most recent commit a year ago
Ssda Yolo ⭐ 77
Codes for my paper "SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection"
most recent commit a year ago
Convolutional Handwriting Gan ⭐ 75
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)
most recent commit 3 years ago
Shot Plus ⭐ 73
code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"
most recent commit a year ago
Libtlda ⭐ 54
Library of transfer learners and domain-adaptive classifiers.
total releases 5most recent commit 5 years ago
Transfer Learning Fault Diagnosis Pytorch ⭐ 54
A transfer learning fault diagnosis repository covering popular algorithms
most recent commit 5 months ago
Cmd ⭐ 52
Central Moment Discrepancy for Domain-Invariant Representation Learning (ICLR 2017, keras)
most recent commit 2 years ago
The 5 Latest Releases In Python Transfer Learning Domain Adaptation Open Source Projects
Adapt ⭐ 253
Awesome Domain Adaptation Python Toolbox
total releases 17latest release June 19, 2023most recent commit 3 months ago
Pytorch Adapt ⭐ 234
Domain adaptation made easy. Fully featured, modular, and customizable.
total releases 99latest release July 07, 2022most recent commit a year ago
Libtlda ⭐ 54
Library of transfer learners and domain-adaptive classifiers.
total releases 5latest release April 16, 2018most recent commit 5 years ago
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