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The Top 23 Domain Adaptation Open Source Projects

Open source projects categorized as 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 5 months ago
Awesome Domain Adaptation ⭐ 4,910
A collection of AWESOME things about domian adaptation
most recent commit a month ago
Transfer Learning Library ⭐ 2,883
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 7 months ago
Transferlearning Tutorial ⭐ 2,344
《迁移学习简明手册》LaTex源码
most recent commit a year ago
Pot ⭐ 2,265
POT : Python Optimal Transport
dependent packages 64total releases 26most recent commit a month agopypi POT} Downloads
Awesome Transfer Learning ⭐ 1,539
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
most recent commit 2 years ago
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
Da ⭐ 630
Unsupervised Domain Adaptation Papers and Code
most recent commit 3 years ago
Adaptsegnet ⭐ 586
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
most recent commit 4 years ago
Tf Dann ⭐ 580
Domain-Adversarial Neural Network in Tensorflow
most recent commit 3 years ago
Deep Transfer Learning ⭐ 517
A collection of implementations of deep domain adaptation algorithms
most recent commit 2 years ago
Exclusively Dark Image Dataset ⭐ 461
Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
most recent commit 10 months ago
Powerful Benchmarker ⭐ 426
A library for ML benchmarking. It's powerful.
total releases 34most recent commit 6 months 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 5 months ago
Xlearn ⭐ 409
Transfer Learning Library
most recent commit 3 years ago
Awesome Test Time Adaptation ⭐ 378
Collection of awesome test-time (domain/batch/instance) adaptation methods
most recent commit 5 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
Seg Uncertainty ⭐ 374
IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
most recent commit 5 months ago
Multitask Learning ⭐ 374
Awesome Multitask Learning Resources
most recent commit 3 years ago
Eanet ⭐ 374
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
most recent commit 3 years ago
Pytorch Domain Adaptation ⭐ 357
A collection of implementations of adversarial domain adaptation algorithms
most recent commit 3 years ago
Awesome Source Free Test Time Adaptation ⭐ 340
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
most recent commit 9 months ago
The 3 Most Depended On Domain Adaptation Open Source Projects
Pot ⭐ 2,265
POT : Python Optimal Transport
dependent packages 64total releases 26latest release August 09, 2023most recent commit a month 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 4 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 a year agopypi robusta} Downloads
The 10 Latest Releases In 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 5 months ago
Pot ⭐ 2,265
POT : Python Optimal Transport
dependent packages 64total releases 26latest release August 09, 2023most recent commit a month agopypi POT} Downloads
Adapt ⭐ 253
Awesome Domain Adaptation Python Toolbox
total releases 17latest release June 19, 2023most recent commit 5 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
Proglearn ⭐ 33
NeuroData's package for exploring and using progressive learning algorithms
total releases 8latest release March 17, 2022most recent commit a year ago
Transformers Domain Adaptation ⭐ 79
Adapt Transformer-based language models to new text domains
total releases 6latest release January 22, 2021most recent commit a year ago
Popular Machine Learning Categories
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