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

0 "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

223 stars
16 forks
242 projects

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