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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 ⭐ 11,065
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 21 hours ago
Transfer Learning Library ⭐ 2,364
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 3 days ago
Pot ⭐ 1,800
POT : Python Optimal Transport
dependent packages 28total releases 24most recent commit 19 hours agopypi POT} Downloads
Stylegan Nada ⭐ 916
most recent commit 6 months ago
Dassl.pytorch ⭐ 681
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
most recent commit 6 months ago
Adaptsegnet ⭐ 586
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
most recent commit 3 years ago
Deep Transfer Learning ⭐ 517
A collection of implementations of deep domain adaptation algorithms
most recent commit a year ago
Powerful Benchmarker ⭐ 410
A library for ML benchmarking. It's powerful.
total releases 34most recent commit 13 days ago
Real Time Self Adaptive Deep Stereo ⭐ 377
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
most recent commit a year ago
Eanet ⭐ 374
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
most recent commit 2 years ago
Pykale ⭐ 371
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem
total releases 10most recent commit 2 months ago
Pytorch Domain Adaptation ⭐ 357
A collection of implementations of adversarial domain adaptation algorithms
most recent commit 2 years ago
Seg Uncertainty ⭐ 349
IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
most recent commit 5 days ago
Mcd_da ⭐ 326
most recent commit 3 years ago
Cross Domain Detection ⭐ 308
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
most recent commit 2 years ago
Dann_py3 ⭐ 298
python 3 pytorch implementation of DANN
most recent commit 9 months ago
Dann ⭐ 295
pytorch implementation of Domain-Adversarial Training of Neural Networks
most recent commit 4 years 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 6 months ago
Pytorch Adda ⭐ 264
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
most recent commit 5 years ago
Iros20 6d Pose Tracking ⭐ 251
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
most recent commit 3 months ago
Intrada ⭐ 251
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)
most recent commit 8 months ago
Ta3n ⭐ 244
[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
most recent commit a month ago
Clan ⭐ 243
( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
most recent commit 2 years ago
The 8 Latest Releases In Python Domain Adaptation Open Source Projects
Pytorch Adapt ⭐ 234
Domain adaptation made easy. Fully featured, modular, and customizable.
total releases 97latest release July 07, 2022most recent commit 2 months ago
Adapt ⭐ 128
Awesome Domain Adaptation Python Toolbox
total releases 14latest release May 09, 2022most recent commit 4 months ago
Pot ⭐ 1,800
POT : Python Optimal Transport
dependent packages 28total releases 24latest release April 21, 2022most recent commit 19 hours agopypi POT} Downloads
Powerful Benchmarker ⭐ 410
A library for ML benchmarking. It's powerful.
total releases 34latest release September 19, 2020most recent commit 13 days ago
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