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The Top 23 Python Domain Adaptation Open Source Projects

Open source projects categorized as Python Domain Adaptation
Categories > Machine Learning > Domain Adaptation
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
Transfer Learning Library ⭐ 2,883
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 5 months ago
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26most recent commit 15 days agopypi POT} Downloads
Stylegan Nada ⭐ 916
most recent commit 2 years ago
Dassl.pytorch ⭐ 681
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
most recent commit 2 years ago
Adaptsegnet ⭐ 586
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
most recent commit 4 years 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
Real Time Self Adaptive Deep Stereo ⭐ 377
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
most recent commit 2 years ago
Eanet ⭐ 374
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
most recent commit 3 years ago
Seg Uncertainty ⭐ 374
IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
most recent commit 3 months ago
Pytorch Domain Adaptation ⭐ 357
A collection of implementations of adversarial domain adaptation algorithms
most recent commit 3 years ago
Mcd_da ⭐ 326
most recent commit 4 years ago
Cross Domain Detection ⭐ 308
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
most recent commit 3 years ago
Iros20 6d Pose Tracking ⭐ 299
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
most recent commit 8 months ago
Dann_py3 ⭐ 298
python 3 pytorch implementation of DANN
most recent commit 2 years ago
Dann ⭐ 295
pytorch implementation of Domain-Adversarial Training of Neural Networks
most recent commit 5 years ago
Loveda ⭐ 282
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
most recent commit 3 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
Ssda_mme ⭐ 268
Semi-supervised Domain Adaptation via Minimax Entropy
most recent commit a year ago
Pytorch Adda ⭐ 264
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
most recent commit 6 years ago
Ta3n ⭐ 256
[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
most recent commit 3 months ago
Proda ⭐ 254
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
most recent commit 9 months ago
The 3 Most Depended On Python 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
Abstention ⭐ 13
Algorithms for abstention, calibration and domain adaptation to label shift.
dependent packages 3total releases 5latest release January 22, 2020most recent commit 3 years agopypi abstention} 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 10 Latest Releases In Python Domain Adaptation Open Source Projects
Rul Adapt ⭐ 17
A collection of unsupervised domain adaption algorithms for RUL estimation.
total releases 7latest release November 17, 2023most recent commit 3 months ago
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
Abstention ⭐ 13
Algorithms for abstention, calibration and domain adaptation to label shift.
dependent packages 3total releases 5latest release January 22, 2020most recent commit 3 years agopypi abstention} Downloads
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