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

6,347 stars
773 forks
463 projects

Last updated: 29 Sep 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-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-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

778 stars
40 forks
202 projects

Last updated: 29 May 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

226 stars
16 forks
242 projects

Last updated: 24 Sep 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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education 54 bitcoin 54 frontend 53 llms 53 swift 53 tutorial 52 typescript 52 go 52 github 51 agents 50 free 50 research 50 gpt 50 paper 50 security-tools 49 productivity 49 dataset 49 web 49 tutorials 48 books 48 diffusion-models 47 data 46 api 46 deep-neural-networks 46 rag 46 cryptocurrency 45 paper-list 45 development 45 cloud 44 open-data 44 data-visualization 43 skills 43 plugins 43 database 42 html 42 gamedev 42 opensource 42 documentation 42 docker 42 community 41 anthropic 41 software 41 vue 41 ml 40 model-context-protocol 40 self-hosted 39 web-development 38 deepseek 38 collections 38 game 37 prompts 37 multimodal 37 ai-agent 36 saas 36 cpp 36 cli 36 neural-network 36 video-generation 35 crypto 35 iot 35 testing 35 labex 34 hands-on 34 reactjs 34 aws 34 software-engineering 34 courses 33 exercises 33 algorithms 33 marketing 33 hardware 32 graph-neural-networks 32 pentesting 32 video 32 mlops 32 games 32 defi 32 framework 32 dotnet 32 reverse-engineering 32 flutter 32 penetration-testing 31 react-native 31 solidity 31 llm-agents 31 ruby 30 microsoft 30 gemini 30 libraries 30 transformer 30 projects 30 image-generation 30 codex 30 bioinformatics 30 architecture 30 knowledge-graph 29 csharp 29 best-practices 29 windows 29 mobile 29 music 28 cryptography 28 smart-contracts 28 ui 28 osint 28 object-detection 28 learning-resources 28 pytorch 28 cursor 28 openclaw 28 data-analysis 28 tensorflow 27 foundation-models 27 links 27 slam 27 vibe-coding 27 angular 27 library 27 science 27 git 27 nextjs 26 markdown 26 infosec 26 self-supervised-learning 26 autonomous-agents 26 interview 26 jobs 26 serverless 26 chinese 26 data-mining 25 3d 25 mcp-server 25 chatbot 25 mathematics 25 django 25 time-series 25 c 24 audio 24 computer-graphics 24 roadmap 24 startup 24 claude-skills 24 text-to-video 24 seo 24 kotlin 24 neural-networks 24 jev 24 deepseek-harness 24 text-to-image 24 python3 24 awsome-list 24 embedded 24 networking 23 finance 23 game-engine 23 langchain 23 unity 23 cloud-computing 23 mcp-servers 23 apple 23 engineering 23 sql 23 blog 23 autonomous-driving 23 dsh 23 startups 23 awesomeness 23 segmentation 23 reasoning 23 software-development 22 azure 22 devsecops 22 programming-language 22 federated-learning 22 llama 22 apps 22 website 22 coding 22 decentralized 21 terminal 21 benchmark 21 embodied-ai 21 js 21 graphql 21 gpt-3 21 blogs 21 hacktoberfest-accepted 21 stable-diffusion 21 gis 21 deeplearning 21 r 21 dsh-plugin 21 monitoring 21 visualization 21 optimization 21 graph 21 awsome 21 ai-coding 21 opendata 20 remote-sensing 20 youtube 20 transformers 20 ai-safety 20 multi-agent 20 ai-video 19 cloud-native 19 gpt-4 19 statistics 19 representation-learning 19 telegram 19 raspberry-pi 19 backend 19 cheatsheet 19 big-data 19 swiftui 19 generative-art 19 vlm 19 curated 19 machinelearning 18 data-structures 18 command-line 18 laravel 18 speech-recognition 18 front-end 18 code 18 pentest 18 large-language-model 18 ai-security 18 prompt 18 foss 18 guidelines 18 analytics 18 bugbounty 18 software-libre 18 malware-analysis 17 coding-agents 17 android-development 17 aigc 17 vscode 17 mllm 17 animation 17 github-actions 17 autonomous-vehicles 17 webgl 17 nerf 17 data-engineering 17 bash 17 gaming 17 quantization 17 knowledge 17 containers 17 performance 17 image-processing 17 llmops 17 databases 16 articles 16 distributed-systems 16 language 16 awesome-ai 16 memory 16 bert 16 system-design 16 system-one 16 microservices 16 spain 16 espana 16 reddit 16 generative-model 16 ecommerce 16 medical-imaging 16 diffusion 16 algorithm 16 selfhosted 16 datos-abiertos 16 videos 16 pose-estimation 16 classification 16 ros 16 copilot 16 anomaly-detection 16 technology 16 dart 16 readme 16 cms 16 trading 15 multimodal-large-language-models 15 npm 15 multimodal-deep-learning 15 recommender-system 15 react-components 15 solana 15 uav 15 drones 15 mac 15 evm 15 xai 15 detection 15 students 15 code-generation 15 mysql 15 leetcode 15 art 15 vuejs 15 resource 15 llm-security 15 free-software 15 beginner-friendly 15 llm-tools 15 p2p 15 google 15 planning 14 sysadmin 14 typesafe 14 oss 14 sustainability 14 knowledge-base 14 vector-database 14 healthcare 14 mobile-development 14 transfer-learning 14 frameworks 14 open-science 14 dotnet-core 14 bug-bounty 14 ai-art 14 yolo 14 observability 14 gan 14 interview-questions 14 language-model 14 ui-design 14 podcast 14 multi-agent-systems 14 multimodal-learning 14 icons 14 webassembly 14 ctf 14 software-architecture 14 3d-graphics 14 graphics 14 wasm 14 wordpress 14 workflow 14 generative-adversarial-network 14 evaluation 14 node 14 vision-language-model 14 threat-intelligence 14 discord 14 objective-c 14 android-library 14 webdevelopment 13 search 13 simulation 13 programming-languages 13 rest-api 13 developer 13 automl 13 time-series-analysis 13 rl 13 infrastructure 13 lua 13 speech-to-text 13 deep-reinforcement-learning 13 guide 13 quantum-computing 13 few-shot-learning 13 semantic-segmentation 13 pwa 13 storage 13 dapp 13 microservice 13 svelte 13 continual-learning 13 unicorns 13 neuroscience 13 static-analysis 13 sre 13 ux 13 utilities 13 drone 13 geospatial 13 fintech 13 compliance 13 typesafe-ai 13 social-network 12 math 12 authentication 12 vulnerabilities 12 hacking-tools 12 search-engine 12 management 12 image 12 elasticsearch 12 postgresql 12 reading-list 12 video-editing 12 ai-development 12 rails 12 ros2 12 creative-coding 12 unity3d 12 infrastructure-as-code 12 email 12 graphics-programming 12 machine-learning-algorithms 12 gpu 12 privacy-tools 12 test-automation 12 question-answering 12 prompt-injection 12 chain-of-thought 12 alternatives 12 quantitative-finance 12 gobierno-abierto 12 cuda 12 leadership 12 edge-computing 12 vision-and-language 12 webapp 12 web-design 12 social-media 12 cicd 12 cross-platform 12 directory 12 fuzzing 12 static-site-generator 12 cyber-security 12