An open API service indexing awesome lists of open source software.

"few-shot-learning" Awesome Lists

Awesome-Prompt-Engineering

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

chatgpt chatgpt-api deep-learning few-shot-learning gpt gpt-3 machine-learning openai prompt prompt-based-learning

6,388 stars
788 forks
463 projects

Last updated: 22 Oct 2026

awesome-domain-adaptation

A collection of AWESOME things about domain adaptation

adversarial-learning awesome-list domain-adaptation few-shot-learning image-translation optimal-transport paper transfer-learning zero-shot-learning

5,456 stars
881 forks
807 projects

Last updated: 24 Sep 2026

Awesome-Meta-Learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

deep-meta-learning few-shot-learning meta-reinforcement metalearning one-shot-learning zero-shot-learning

1,553 stars
296 forks
95 projects

Last updated: 18 Sep 2026

Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models

1,064 stars
60 forks
438 projects

Last updated: 14 Sep 2026

Awesome_Prompting_Papers_in_Computer_Vision

A curated list of prompt-based paper in computer vision and vision-language learning.

adapter few-shot-learning parameter-efficient-tuning prompt-learning prompt-tuning visual-prompt zero-shot-learning

927 stars
67 forks
172 projects

Last updated: 30 Aug 2026

Awesome-Prompt-Adapter-Learning-for-VLMs-CLIP

A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.

adapter-learning few-shot-classifcation few-shot-learning paper-list prompt-learning vision-language-model zero-shot-learning

797 stars
42 forks
202 projects

Last updated: 30 Sep 2026

Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.

attack-defense continual-learning diffusion-models ensemble-learning federated-learning few-shot-learning foundation-models generalization generative-model knowledge-fusion

791 stars
48 forks
938 projects

Last updated: 04 Oct 2026

Awesome-Few-Shot-Image-Generation

A curated list of papers, code and resources pertaining to few-shot image generation.

data-augmentation few-shot-generation few-shot-image-generation few-shot-learning

366 stars
44 forks
42 projects

Last updated: 29 Jul 2026

awesome-foundation-models-on-graphs

A collection of graph foundation models including papers, codes, and datasets.

data-augmentation deep-learning few-shot-learning foundation-models graph-classification graph-foundation-model graph-neural-networks graph-representation-learning knowlege-graph link-prediction

230 stars
16 forks
242 projects

Last updated: 21 Oct 2026

awesome-few-shot-gnn

An index of algorithms for few-shot learning/meta-learning on graphs

few-shot-learning graph-neural-networks meta-learning

160 stars
18 forks
58 projects

Last updated: 10 Jul 2026

awesome-few-shot-meta-learning

awesome few shot / meta learning papers

conference-paper deep-learning few-shot-learning meta-learning metric-learning one-shot-learning

52 stars
5 forks
98 projects

Last updated: 08 Jul 2026

Awesome_Few_Shot_Learning

Advances of few-shot learning, especially for NLP applications.

awesome-list few-shot-learning machine-learning natural-language-processing

31 stars
7 forks
338 projects

Last updated: 08 Jul 2026

prompt-tools-live

Live-updating tracker of prompt engineering tools, libraries, and techniques — refreshed every 15 mi

ai-development ai-prompts ai-tools auto-updated awesome-list awesome-prompts few-shot-learning generative-ai live-data llm-engineering

11 stars
3 forks
62 projects

Last updated: 06 Oct 2026

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swift 53 tutorial 52 bitcoin 52 education 52 typescript 51 go 51 frontend 51 security-tools 50 free 50 gpt 50 paper 50 llms 50 dataset 50 research 49 productivity 49 web 49 agents 49 diffusion-models 47 books 47 tutorials 46 github 46 deep-neural-networks 46 development 45 rag 45 paper-list 45 open-data 43 skills 43 plugins 43 api 42 data-visualization 42 anthropic 41 vue 41 docker 41 opensource 41 documentation 41 gamedev 41 cryptocurrency 41 html 40 model-context-protocol 40 cloud 40 data 39 community 39 self-hosted 39 software 39 ml 38 deepseek 38 database 38 prompts 37 neural-network 36 cpp 36 saas 36 multimodal 36 game 35 ai-agent 35 video-generation 35 collections 35 iot 34 cli 34 labex 34 hands-on 34 testing 33 exercises 33 reactjs 33 video 33 algorithms 33 software-engineering 33 reverse-engineering 32 flutter 32 dotnet 32 graph-neural-networks 32 courses 32 hardware 32 pentesting 32 marketing 32 games 31 codex 31 solidity 31 framework 31 react-native 31 web-development 31 mlops 31 penetration-testing 30 transformer 30 image-generation 30 bioinformatics 30 aws 30 ruby 30 llm-agents 30 defi 30 gemini 30 projects 30 libraries 29 knowledge-graph 29 crypto 29 best-practices 29 architecture 29 csharp 29 openclaw 29 windows 29 cryptography 28 pytorch 28 object-detection 28 learning-resources 28 slam 27 microsoft 27 foundation-models 27 git 27 cursor 27 links 27 chinese 27 osint 27 tensorflow 27 music 27 vibe-coding 26 interview 26 claude-skills 26 ui 26 jobs 26 autonomous-agents 26 seo 26 self-supervised-learning 26 data-analysis 26 angular 26 smart-contracts 26 jev 26 chatbot 25 3d 25 neural-networks 25 time-series 25 markdown 25 library 25 mobile 25 mcp-server 25 infosec 25 data-mining 25 deepseek-harness 24 startups 24 awsome-list 24 text-to-image 24 startup 24 science 24 text-to-video 24 roadmap 24 embedded 24 computer-graphics 24 nextjs 24 dsh 23 kotlin 23 apple 23 python3 23 mathematics 23 serverless 23 mcp-servers 23 unity 23 audio 23 segmentation 23 reasoning 23 django 23 awesomeness 23 autonomous-driving 23 game-engine 22 langchain 22 apps 22 federated-learning 22 cloud-computing 22 llama 22 programming-language 22 devsecops 22 c 22 embodied-ai 22 networking 22 ai-coding 21 visualization 21 blog 21 finance 21 monitoring 21 graph 21 software-development 21 terminal 21 azure 21 benchmark 21 sql 21 gpt-3 21 stable-diffusion 21 awsome 21 optimization 21 dsh-plugin 21 coding 21 gis 21 deeplearning 21 hacktoberfest-accepted 21 r 20 transformers 20 opendata 20 blogs 20 decentralized 20 multi-agent 20 engineering 20 youtube 20 website 20 remote-sensing 20 ai-safety 19 statistics 19 vlm 19 gpt-4 19 cheatsheet 19 generative-art 19 telegram 19 js 19 raspberry-pi 19 graphql 19 curated 19 representation-learning 19 machinelearning 18 guidelines 18 software-libre 18 front-end 18 prompt 18 code 18 bash 18 cloud-native 18 swiftui 18 ai-video 18 large-language-model 18 bugbounty 18 backend 18 ai-security 17 knowledge 17 language 17 containers 17 performance 17 webgl 17 aigc 17 data-structures 17 pentest 17 nerf 17 system-one 17 foss 17 animation 17 image-processing 17 command-line 17 analytics 17 quantization 17 speech-recognition 17 mllm 17 autonomous-vehicles 17 awesome-ai 16 solana 16 anomaly-detection 16 llmops 16 data-engineering 16 algorithm 16 classification 16 pose-estimation 16 spain 16 laravel 16 big-data 16 microservices 16 datos-abiertos 16 espana 16 generative-model 16 articles 16 selfhosted 16 android-development 16 coding-agents 16 ecommerce 16 vscode 16 readme 16 bert 16 memory 16 diffusion 16 ros 16 dart 16 medical-imaging 16 videos 16 reddit 16 malware-analysis 16 technology 16 copilot 16 distributed-systems 16 typesafe-ai 15 system-design 15 vuejs 15 evm 15 detection 15 trading 15 llm-security 15 resource 15 leetcode 15 code-generation 15 multimodal-large-language-models 15 beginner-friendly 15 ctf 15 multimodal-deep-learning 15 free-software 15 github-actions 15 recommender-system 15 npm 15 mac 15 oss 14 observability 14 gaming 14 multi-agent-systems 14 knowledge-base 14 gan 14 webassembly 14 mysql 14 multimodal-learning 14 objective-c 14 node 14 react-components 14 art 14 transfer-learning 14 dotnet-core 14 cms 14 xai 14 generative-adversarial-network 14 android-library 14 planning 14 static-analysis 14 llm-tools 14 interview-questions 14 language-model 14 podcast 14 p2p 14 vision-language-model 14 graphics 14 wasm 14 yolo 14 bug-bounty 14 typesafe 14 students 14 evaluation 14 vector-database 14 3d-graphics 14 workflow 14 sysadmin 14 discord 13 search 13 developer 13 simulation 13 neuroscience 13 quantitative-finance 13 storage 13 svelte 13 programming-languages 13 compliance 13 icons 13 ai-art 13 dapp 13 directory 13 frameworks 13 speech-to-text 13 microservice 13 unicorns 13 healthcare 13 geospatial 13 open-science 13 guide 13 continual-learning 13 time-series-analysis 13 rl 13 semantic-segmentation 13 few-shot-learning 13 databases 13 deep-reinforcement-learning 13 sre 13 pwa 13 wordpress 13 ui-design 13 qwen 12 rest-api 12 rails 12 image 12 prompt-injection 12 google 12 management 12 reading-list 12 leadership 12 threat-intelligence 12 vision-and-language 12 elasticsearch 12 article 12 privacy-tools 12 automl 12 ros2 12 software-architecture 12 ai-development 12 chain-of-thought 12 graphics-programming 12 fuzzing 12 cuda 12 gpu 12 question-answering 12 authentication 12 cross-platform 12 search-engine 12 machine-learning-algorithms 12 unity3d 12 video-editing 12 es6 12 alternatives 12 lua 12 gobierno-abierto 12 hacking-tools 12 coding-agent 11 mobile-development 11 indonesia 11 social-network 11 creative-coding 11 anime 11 point-cloud 11 interview-preparation 11 templates 11 arduino 11 postgresql 11 podcasts 11 fpga 11 course 11 benchmarks 11 github-copilot 11 webapp 11 application 11 cicd 11 retrieval-augmented-generation 11 fintech 11 agent-memory 11 redteam 11