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

6,296 stars
758 forks
461 projects

Last updated: 28 Aug 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

5,455 stars
881 forks
807 projects

Last updated: 03 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

1,554 stars
296 forks
95 projects

Last updated: 20 Aug 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

1,062 stars
61 forks
438 projects

Last updated: 02 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

928 stars
67 forks
172 projects

Last updated: 29 Jul 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

784 stars
49 forks
924 projects

Last updated: 24 Sep 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

10 stars
3 forks
62 projects

Last updated: 01 Sep 2026

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bitcoin 54 frontend 53 go 52 swift 52 education 52 llms 52 tutorial 51 gpt 50 typescript 50 paper 50 web 49 free 49 security-tools 49 research 49 github 48 books 48 dataset 48 tutorials 48 agents 47 opensource 46 api 46 deep-neural-networks 46 data 46 productivity 46 rag 45 development 45 cryptocurrency 45 diffusion-models 45 cloud 44 paper-list 43 data-visualization 43 database 42 html 42 community 41 docker 41 vue 41 gamedev 41 documentation 41 anthropic 41 ml 40 software 40 open-data 39 model-context-protocol 39 skills 39 web-development 38 collections 38 multimodal 37 game 37 neural-network 36 cli 36 plugins 35 testing 35 crypto 35 self-hosted 35 iot 35 hands-on 34 reactjs 34 labex 34 ai-agent 34 aws 34 prompts 34 courses 33 software-engineering 33 saas 33 exercises 33 cpp 33 algorithms 33 graph-neural-networks 32 marketing 32 hardware 32 framework 32 defi 32 video 32 mlops 32 flutter 32 video-generation 31 penetration-testing 31 react-native 31 games 31 solidity 31 dotnet 30 projects 30 bioinformatics 30 libraries 30 gemini 30 reverse-engineering 30 ruby 30 transformer 30 architecture 30 mobile 29 microsoft 29 csharp 29 pentesting 29 image-generation 29 data-analysis 28 best-practices 28 llm-agents 28 deepseek 28 windows 28 object-detection 28 openclaw 28 knowledge-graph 28 music 28 cryptography 28 smart-contracts 28 foundation-models 27 osint 27 angular 27 links 27 pytorch 27 science 27 slam 27 ui 27 tensorflow 27 self-supervised-learning 26 nextjs 26 markdown 26 learning-resources 26 serverless 26 jobs 26 library 26 codex 25 3d 25 infosec 25 chinese 25 time-series 25 data-mining 25 django 25 mcp-server 25 git 25 cursor 25 claude-skills 24 awsome-list 24 mathematics 24 kotlin 24 neural-networks 24 vibe-coding 24 roadmap 24 seo 24 computer-graphics 24 chatbot 24 embedded 24 autonomous-agents 24 startups 23 finance 23 game-engine 23 startup 23 apple 23 awesomeness 23 unity 23 blog 23 segmentation 23 autonomous-driving 23 mcp-servers 23 interview 23 python3 23 sql 23 audio 23 cloud-computing 23 langchain 23 engineering 23 reasoning 23 devsecops 22 text-to-image 22 networking 22 programming-language 22 coding 22 software-development 22 decentralized 22 c 22 website 22 federated-learning 22 llama 22 r 21 azure 21 blogs 21 visualization 21 hacktoberfest-accepted 21 deeplearning 21 terminal 21 ai-coding 21 graphql 21 awsome 21 apps 21 benchmark 21 gpt-3 21 monitoring 21 embodied-ai 21 graph 20 transformers 20 youtube 20 stable-diffusion 20 gis 20 opendata 20 ai-safety 20 optimization 20 curated 20 js 20 cloud-native 19 swiftui 19 backend 19 big-data 19 speech-recognition 19 generative-art 19 statistics 19 raspberry-pi 19 telegram 19 vlm 19 multi-agent 19 remote-sensing 19 gpt-4 19 representation-learning 19 machinelearning 18 code 18 pentest 18 guidelines 18 analytics 18 text-to-video 18 front-end 18 bugbounty 18 laravel 18 data-structures 18 aigc 17 command-line 17 nerf 17 animation 17 malware-analysis 17 containers 17 android-development 17 data-engineering 17 foss 17 bash 17 image-processing 17 large-language-model 17 prompt 17 github-actions 17 mllm 17 quantization 17 knowledge 17 webgl 17 cheatsheet 17 autonomous-vehicles 17 bert 16 generative-model 16 copilot 16 reddit 16 language 16 dart 16 gaming 16 ros 16 performance 16 llmops 16 videos 16 databases 16 readme 16 distributed-systems 16 ai-security 16 technology 16 medical-imaging 16 diffusion 16 pose-estimation 16 system-design 16 articles 16 microservices 16 ecommerce 16 algorithm 16 anomaly-detection 16 vscode 16 cms 16 beginner-friendly 15 recommender-system 15 webassembly 15 evm 15 awesome-ai 15 mysql 15 trading 15 multimodal-deep-learning 15 leetcode 15 p2p 15 wasm 15 mac 15 react-components 15 ai-video 15 art 15 resource 15 spain 15 detection 15 coding-agents 15 espana 15 students 15 vuejs 15 code-generation 15 selfhosted 15 solana 15 multimodal-large-language-models 15 npm 15 uav 15 google 15 memory 15 drones 15 android-library 14 ctf 14 oss 14 generative-adversarial-network 14 xai 14 gan 14 podcast 14 multimodal-learning 14 llm-security 14 3d-graphics 14 discord 14 healthcare 14 utilities 14 yolo 14 dotnet-core 14 software-architecture 14 wordpress 14 vector-database 14 observability 14 graphics 14 planning 14 knowledge-base 14 open-science 14 frameworks 14 language-model 14 mobile-development 14 icons 14 vision-language-model 14 ai-art 14 sysadmin 14 ui-design 14 objective-c 13 geospatial 13 search 13 dapp 13 unicorns 13 quantum-computing 13 node 13 fintech 13 interview-questions 13 automl 13 few-shot-learning 13 evaluation 13 sre 13 simulation 13 bug-bounty 13 deep-reinforcement-learning 13 developer 13 speech-to-text 13 drone 13 threat-intelligence 13 dsh-plugin 13 static-analysis 13 programming-languages 13 deepseek-harness 13 semantic-segmentation 13 workflow 13 free-software 13 infrastructure 13 sustainability 13 continual-learning 13 svelte 13 software-libre 13 webdevelopment 13 rest-api 13 time-series-analysis 13 microservice 13 ux 13 multi-agent-systems 13 neuroscience 13 rl 13 pwa 13 storage 13 transfer-learning 13 static-site-generator 12 cuda 12 web-design 12 webapp 12 datos-abiertos 12 image 12 leadership 12 edge-computing 12 reading-list 12 prompt-injection 12 management 12 search-engine 12 test-automation 12 es6 12 article 12 postgresql 12 cyber-security 12 vulnerabilities 12 application 12 ros2 12 classification 12 machine-learning-algorithms 12 elasticsearch 12 social-network 12 rails 12 vision-and-language 12 chain-of-thought 12 fuzzing 12 cicd 12 email 12 authentication 12 privacy-tools 12 cross-platform 12 creative-coding 12 lua 12 gpu 12 infrastructure-as-code 12 compliance 12 llm-tools 12 graphics-programming 12 social-media 12 question-answering 12 guide 12 physics 11 font 11 python-library 11 arduino 11 model-compression 11 hosting 11 cvpr 11 apis 11 llm-agent 11 qwen 11 genai 11