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awesome-ai4lam
A list of awesome AI in libraries, archives, and museum collections from around the world 🕶️
https://github.com/AI4LAM/awesome-ai4lam
Last synced: 4 days ago
JSON representation
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Introduction
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Learning Resources
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General AI topics
- Slides from FF23 workshop on Intro to AI for GLAM_ - ai-ff2023)
- Nature's _Science and the new age of AI_
- Nature's _Science and the new age of AI_
- Nature's _Science and the new age of AI_
- Nature's _Science and the new age of AI_
- Nature's _Science and the new age of AI_
- Nature's _Science and the new age of AI_
- Nature's _Science and the new age of AI_
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Generative AI
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
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AI in galleries, libraries, archives and museums
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Introductions to AI
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Learning Resources<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Generative AI
- The Illustrated Transformer
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- Generative AI for Beginners - A Course
- Large Language Model Course
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- A Generative AI Primer
- The Map Of Transformers
- Generative AI for Everyone
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- A Very Gentle Introduction to LLMs without the Hype
- What are large language models (LLMs)?
- A brief introduction to GenAI
- The Map Of Transformers
- Introduction to Generative AI
- Understanding LLMs – A Transformative Reading List
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- What Is ChatGPT Doing … and Why Does It Work?
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
- The Map Of Transformers
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AI in galleries, libraries, archives and museums
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Introductions to AI
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Natural language processing
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Other "awesome" lists in AI and ML
- Awesome Deep Learning for Natural Language Processing (NLP)
- Awesome Document Understanding
- Awesome Image Classification
- Awesome Jupyter GLAM
- Awesome LLM
- Awesome NLP
- Awesome Production Machine Learning
- Awesome Visual Transformer
- Awesome Computer Vision
- Awesome Deep Learning
- Awesome Deep Learning Resources
- Awesome Deep Vision
- Awesome Generative AI
- Awesome Machine Learning
- Awesome Machine Learning & Deep Learning Tutorials
- Awesome Natural Language Generation
- Awesome Software Engineering for Machine Learning
- Awesome XAI
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Computer vision
- A Gentle Introduction to Computer Vision
- Computer Vision for Heritage Collections - language 2 hr workshop designed to introduce computer vision applications to cultural heritage professionals
- Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification - part intro by the Programming Historian
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Policies and recommendations<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Statements by organizations and government bodies
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Surveys of policies and recommendations
- AI policies across the globe: Implications and recommendations for libraries
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI - 1, 2020
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- AI Governance Alliance: Briefing Paper Series
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A cluster analysis of national AI strategies
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- What ethics do I need to consider when using AI?
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- Responsible AI in Libraries and Archives - IMLS funded project to produce tools and strategies that support responsible use of AI in the field (2022-2025)
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
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Frameworks
- Planification de projets IA dans les GLAM
- A Comprehensive AI Policy Education Framework for University Teaching and Learning
- A Framework for U.S. AI Governance: Creating a Safe and Thriving AI Sector - group-releases-white-papers-governance-ai-1211).)
- LC Labs Artificial Intelligence Planning Framework
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Policies and recommendations
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Statements by organizations and government bodies
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Surveys of policies and recommendations
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI - 1, 2020.
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
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Conferences and Workshops<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Upcoming Conferences and Workshops
- IIPC General Assembly & Web Archiving Conference
- Fantastic Futures 2024
- CIDOC 2024 & Frontiers of knowledge, museums, documentation, and linked data
- conferences tracker Google sheet
- BitCurator Forum
- Digital Library Federation (DLF) 2024 Forum
- International Conference on Document Analysis and Recognition (ICDAR) 2024
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Past Conferences and Workshops
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Conferences and Workshops
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Past Conferences and Workshops
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Upcoming Conferences and Workshops
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Community
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Past Conferences and Workshops
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Publications and News Sources<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Journals and Magazines
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- Journal of Librarianship and Information Science
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- Big Data & Society
- Digital Humanities Quarterly
- Digital Scholarship in the Humanities
- Journal of Academic Librarianship
- Journal of Documentation
- Journal of the Association for Information Science and Technology
- Library Hi Tech
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- World Digital Libraries – An International Journal
- Literary and Linguistic Computing
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- Journal of Academic Librarianship
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- Journal on Computing and Cultural Heritage
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- AI & Society
- International Journal on Digital Libraries
- Archival Science
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- AI Magazine
- Archival Science
- Critical AI
- International Journal on Digital Libraries
- Library Resources & Technical Services
- Social Science Computer Review
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- Archival Science
- International Journal on Digital Libraries
- AI & Society
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News sources
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Projects, Initiatives, and Case Studies<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Select individual projects
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Project lists & directories
- Projects in AI Registry (PAIR)
- Inventory of NARA Artificial Intelligence (AI) Use Cases - the US National Archives and Records Administration (NARA)'s inventory of AI use cases
- List of Artificial Intelligence (AI) initiatives in museums
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Journals and Magazines<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Past Conferences and Workshops
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- Archival Science
- AI & Society
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
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Tools and Frameworks<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Document analysis, transcription, and labeling
- OCR correction
- Distributed Annotation 'n' Enrichment (DANE) - clariah), Norway)
- Surya - level text detection
- Arkindex - source platform for managing & processing collections of digitized documents
- Callico - source web platform for document annotation
- HTRFLOW demo - National-Archives-AI-lab/htrflow_app) – explore AI models for Handwritten Text Recogntion (Swedish National Archives)
- Coconut Libtool - based textual analysis tool designed to assist social scientists, librarians, or anyone in data analysis
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Audio and video analysis, transcription, and labeling
- inaFaceAnalyzer - based description of gender representation in media (Institut National de l'Audiovisuel, France)
- Newspaper Navigator
- Audiovisual Metadata Platform (AMP)
- CAMPI - Aided Metadata Generation for Photo archives Initiative (Carnegie Mellonw U., USA)
- Oodi
- ELAN
- VGG Image Annotator
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Applications of Transformers, LLMs, and GPT
- Norwegian Transformer Model (NoTraM)
- Swedish BERT
- Visual AI - world interpretable visual transformer (UK)
- BERTopic - TF-IDF
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Search and retrieval
- VGG Text Search (VTS) Engine - defined image set
- GallicaPix
- Semantic search for Nasjonalmuseet’s online collection
- Maken Similarity Service
- GallicaSNOOP - scale content-based image retrieval (Bibliothèque nationale de France)
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Projects, Initiatives, and Case Studies
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Projects by AI4LAM community members
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Journals
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Past Conferences and Workshops
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Datasets<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Datasets available elsewhere
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Datasets available on Hugging Face
- Full-text search for "handwritten text recognition"
- Full-text search for "optical text recognition"
- Datasets tagged "summarization"
- Datasets tagged "feature extraction"
- Datasets tagged "image classification"
- Datasets tagged "video classification"
- Datasets tagged "text classification"
- Datasets tagged "audio classification"
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Applications of Transformers, LLMs, and GPT
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Tools and Frameworks
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Exploring/testing large language models (LLMS)
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Applications of Transformers, LLMs, and GPT
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Journals and Magazines
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Past Conferences and Workshops
- International Journal on Digital Libraries
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- Critical AI
- International Journal on Digital Libraries
- Journal of Cultural Analytics
- Journal of Open Humanities Data
- World Digital Libraries – An International Journal
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
- AI & Society
- Archival Science
- International Journal on Digital Libraries
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Datasets
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Applications of Transformers, LLMs, and GPT
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Uncategorized
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Uncategorized
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Programming Languages
Categories
Publications and News Sources<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Learning Resources<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Journals and Magazines<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Policies and recommendations<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Learning Resources
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Tools and Frameworks<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Journals and Magazines
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Policies and recommendations
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Datasets<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Conferences and Workshops<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Projects, Initiatives, and Case Studies<a title="Suggest an addition to the list!" href="https://forms.gle/aPA41GT5AmbxrTwq5"><img alt="Click button to suggest an addition" align="right" src="https://raw.githubusercontent.com/AI4LAM/awesome-ai4lam/main/.graphics/suggest-addition-small.svg"></a>
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Conferences and Workshops
4
Tools and Frameworks
2
Projects, Initiatives, and Case Studies
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License
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Journals
1
Uncategorized
1
Community
1
Introduction
1
Datasets
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Sub Categories
Journals and Magazines
109
Past Conferences and Workshops
100
Generative AI
83
Surveys of policies and recommendations
59
Other "awesome" lists in AI and ML
18
Introductions to AI
13
Upcoming Conferences and Workshops
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Natural language processing
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General AI topics
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Datasets available on Hugging Face
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Audio and video analysis, transcription, and labeling
7
Select individual projects
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Applications of Transformers, LLMs, and GPT
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Document analysis, transcription, and labeling
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Datasets available elsewhere
5
Search and retrieval
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Frameworks
4
Statements by organizations and government bodies
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Computer vision
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Project lists & directories
3
Projects by AI4LAM community members
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News sources
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AI in galleries, libraries, archives and museums
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Uncategorized
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Exploring/testing large language models (LLMS)
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Keywords
awesome
11
awesome-list
11
machine-learning
9
deep-learning
8
nlp
4
natural-language-processing
3
generative-ai
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deeplearning
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ai
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deep-learning-tutorial
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pretrained-models
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llm
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ml-ops
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neural-network
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large-language-models
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roadmap
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course
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transformers
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semantic-search
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prompt-engineering
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openai
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llms
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language-model
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gpt
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image-classification
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computer-vision
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unstructured-data
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rpa
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robotic-process-automation
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pdf-documents
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pdf
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ocr
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key-information-extraction
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intelligent-processing
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information-extraction
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document-understanding
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document-layout-analysis
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document-intelligence
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document-analysis
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document-ai
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notebook-jupyter
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notebook
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nltk3
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nltk-library
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nltk
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nlp-resources
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nlp-machine-learning
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jupyter-notebooks
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jupyter-notebook
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jupyter
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