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The Top 23 Transfer Learning Domain Adaptation Open Source Projects

Open source projects categorized as Transfer Learning Domain Adaptation
Categories > Machine Learning > Domain Adaptation
Categories > Machine Learning > Transfer Learning
Transferlearning ⭐ 11,074
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 5 days ago
Awesome Domain Adaptation ⭐ 4,211
A collection of AWESOME things about domian adaptation
most recent commit a month ago
Transfer Learning Library ⭐ 2,364
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 7 days ago
Transferlearning Tutorial ⭐ 1,945
《迁移学习简明手册》LaTex源码
most recent commit 2 years ago
Awesome Transfer Learning ⭐ 1,539
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
most recent commit 5 months 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 18 days ago
Xlearn ⭐ 409
Transfer Learning Library
most recent commit 2 years ago
Multitask Learning ⭐ 374
Awesome Multitask Learning Resources
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
Seg Uncertainty ⭐ 349
IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
most recent commit 2 days 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
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
Pytorch Adapt ⭐ 234
Domain adaptation made easy. Fully featured, modular, and customizable.
total releases 97most recent commit 2 months ago
Bnm ⭐ 222
code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)
most recent commit a year ago
Transfer Learning Materials ⭐ 200
resource collection for transfer learning!
most recent commit 6 months ago
Adapt ⭐ 128
Awesome Domain Adaptation Python Toolbox
total releases 14most recent commit 4 months ago
Transvae ⭐ 98
Unsupervised Video Domain Adaptation: A Disentanglement Perspective
most recent commit 7 days ago
Ddc Transfer Learning ⭐ 84
A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance
most recent commit 4 years ago
Moving Semantic Transfer Network ⭐ 82
Tensorflow codes for ICML2018, Learning Semantic Representations for Unsupervised Domain Adaptation
most recent commit 5 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 7 months ago
Awesome Artificial Intelligence Research ⭐ 80
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
most recent commit 4 months ago
Convolutional Handwriting Gan ⭐ 75
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)
most recent commit 2 years ago
The 8 Latest Releases In Transfer Learning 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
Proglearn ⭐ 33
NeuroData's package for exploring and using progressive learning algorithms
total releases 8latest release March 17, 2022most recent commit 18 days ago
Powerful Benchmarker ⭐ 410
A library for ML benchmarking. It's powerful.
total releases 34latest release September 19, 2020most recent commit 18 days ago
Transfertools ⭐ 13
Python toolbox for transfer learning.
total releases 3latest release December 16, 2019most recent commit 2 years ago
Libtlda ⭐ 54
Library of transfer learners and domain-adaptive classifiers.
total releases 5latest release April 16, 2018most recent commit 4 years ago
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