Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
"transfer-learning" Awesome Lists
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
adversarial-learning awesome-list domain-adaptation few-shot-learning image-translation optimal-transport paper transfer-learning zero-shot-learning
5,104 stars
869 forks
790 projects
Last updated: 29 Oct 2024
Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
adversarial-attack-and-defense communication-efficiency computation-efficiency computer-vision continual-learning decentralized-federated-learning distributed-optimization federated-learning hierarchical-federated-learning incentive-mechanism
1,879 stars
323 forks
558 projects
Last updated: 18 May 2024
awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
awesome-list domain-adaptation paper transfer-learning unsupervised-learning
1,717 stars
301 forks
143 projects
Last updated: 26 Oct 2024
awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
data-augmentation deep-learning graph-neural-networks machine-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning
1,291 stars
160 forks
76 projects
Last updated: 20 May 2024
awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
deep-learning hacktoberfest-accepted representation-learning self-supervised-learning transfer-learning unsupervised-learning
1,146 stars
123 forks
87 projects
Last updated: 29 May 2024
awesome-transformer-nlp
A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.
attention-mechanism awesome awesome-list bert chatgpt gpt-2 gpt-3 gpt-4 language-model llama
1,054 stars
129 forks
307 projects
Last updated: 11 Aug 2024
awesome-multi-task-learning
2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
adapter awesome-list computer-vision deep-learning deep-neural-networks loss-strategy machine-learning multi-domain-learning multi-task-architecture multi-task-learning
626 stars
47 forks
229 projects
Last updated: 28 Aug 2024
Awesome-Parameter-Efficient-Transfer-Learning
Collection of awesome parameter-efficient fine-tuning resources.
awesome-list computer-vision deep-learning parameter-efficient-fine-tuning pre-trained-models survey transfer-learning transformer
464 stars
12 forks
121 projects
Last updated: 14 Oct 2024
awesome-pretrain-on-molecules
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
awesome chemical-language-models computational-chemistry drug-discovery drug-discovery-and-development finetuning gnns graph-representation-learning molecular-representation-learning molecule
456 stars
45 forks
242 projects
Last updated: 21 May 2024
Awesome-Computer-Vision
Awesome Resources for Advanced Computer Vision Topics
3d-vision adversarial-attacks automl awesome-list computer-vision deep-learning denoising gan graph-neural-network interpretability
210 stars
40 forks
39 projects
Last updated: 15 May 2024
awesome-artificial-intelligence-research
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
artificial-intelligence automl awesome-list computer-vision deep-learning detection domain-adaptation generative-adversarial-network graph-neural-networks incremental-learning
113 stars
15 forks
92 projects
Last updated: 28 Apr 2024