Awesome Information Retrieval
A curated awesome list of information retrieval resources, tools, and learning materials for building search engines and related systems.
About this tool
Awesome Information Retrieval
Website: https://github.com/harpribot/awesome-information-retrieval#readme
Category: Themed Directories
Tags: search, information-retrieval, data-science
Description
Awesome Information Retrieval is a curated, community-driven directory of resources for learning and working in information retrieval and web search, including theory, practice, and tooling for building search engines and related systems.
Features
- Curated resource list focused on information retrieval and web search from across the web.
- Introductory context on information retrieval, information needs, relevance, information overload, and retrieval time.
- Structured contents organized into:
- Books – learning material and reference texts on information retrieval.
- Courses – academic and online courses related to IR and web search.
- Software – tools, libraries, and systems for implementing search and IR solutions.
- Datasets – collections for experimentation and benchmarking IR systems, including:
- Standard IR collections
- External curation links to additional datasets
- Talks – presentations and lectures, split into:
- Technical talks
- Philosophical talks
- Conferences – venues focused on information retrieval and related fields.
- Blogs – ongoing commentary, tutorials, and updates from practitioners and researchers.
- Open contribution model via pull requests and a documented contribution guide.
- Community discussion channel via a Gitter lobby for the project.
- Openly licensed (see LICENSE.md in the repository).
Pricing
- Not applicable – this is a free, open GitHub-curated list of resources.
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