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The Top 23 Python Machine Learning Domain Adaptation Open Source Projects

Open source projects categorized as Python Machine Learning Domain Adaptation
Categories > Machine Learning > Domain Adaptation
Categories > Machine Learning > Machine 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 3 months ago
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26most recent commit 15 days agopypi POT} Downloads
Dassl.pytorch ⭐ 681
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
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
Adapt ⭐ 253
Awesome Domain Adaptation Python Toolbox
total releases 17most recent commit 3 months 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
Deepcoral ⭐ 150
A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016
most recent commit 6 years ago
Generate_to_adapt ⭐ 115
Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"
most recent commit 5 years ago
Robustness ⭐ 107
Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.
dependent packages 1total releases 2most recent commit 9 months agopypi robusta} Downloads
Cinnamon ⭐ 66
CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system
total releases 6most recent commit a year ago
Pixelda_gan ⭐ 58
Domain Adaptation using GAN
most recent commit 5 years ago
Libtlda ⭐ 54
Library of transfer learners and domain-adaptive classifiers.
total releases 5most recent commit 5 years ago
Drcn ⭐ 53
most recent commit 7 years ago
Usss_iccv19 ⭐ 39
Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019
most recent commit 4 years ago
Meta Paper Daily ⭐ 29
定时获取谷歌学术和arxiv论文的相关更新 (代码只有一个py文件，较简单有注释)
most recent commit 3 months ago
Note ⭐ 27
The official PyTorch Implementation of "NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation (NeurIPS '22)"
most recent commit 4 months ago
Image Statistics Matching ⭐ 24
Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation
most recent commit 2 years ago
Rlsbench ⭐ 20
Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift
most recent commit 9 months ago
Structural Correspondence Learning Scl ⭐ 19
The code base for the SCL implementation used in "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017 and in "Pivot Based Language Modeling for Improved Neural Domain Adaptation", NAACL 2018
most recent commit 6 years ago
Zsl Ada ⭐ 16
Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"
most recent commit 3 years ago
Neural Scl Domain Adaptation ⭐ 13
The code base for the article "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017
most recent commit 6 years ago
Fada Pytorch ⭐ 11
PyTorch implementation of https://arxiv.org/abs/1711.02536
most recent commit 6 years ago
The 2 Most Depended On Python Machine Learning Domain Adaptation Open Source Projects
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26latest release August 09, 2023most recent commit 15 days agopypi POT} Downloads
Robustness ⭐ 107
Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.
dependent packages 1total releases 2latest release February 28, 2020most recent commit 9 months agopypi robusta} Downloads
The 7 Latest Releases In Python Machine Learning Domain Adaptation Open Source Projects
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26latest release August 09, 2023most recent commit 15 days agopypi POT} Downloads
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
Robustness ⭐ 107
Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.
dependent packages 1total releases 2latest release February 28, 2020most recent commit 9 months agopypi robusta} Downloads
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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