recommender-systems.md

Bookmarks tagged [recommender-systems]

www.codever.land/bookmarks/t/recommender-systems

annoy

^{https://github.com/spotify/annoy}

Approximate Nearest Neighbors in C++/Python optimized for memory usage.

• tags: python, recommender-systems
• :octocat: source code

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fastFM

^{https://github.com/ibayer/fastFM}

A library for Factorization Machines.

• tags: python, recommender-systems
• :octocat: source code

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implicit

^{https://github.com/benfred/implicit}

A fast Python implementation of collaborative filtering for implicit datasets.

• tags: python, recommender-systems
• :octocat: source code

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libffm

^{https://github.com/guestwalk/libffm}

A library for Field-aware Factorization Machine (FFM).

• tags: python, recommender-systems
• :octocat: source code

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lightfm

^{https://github.com/lyst/lightfm}

A Python implementation of a number of popular recommendation algorithms.

• tags: python, recommender-systems
• :octocat: source code

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spotlight

^{https://github.com/maciejkula/spotlight}

Deep recommender models using PyTorch.

• tags: python, recommender-systems
• :octocat: source code

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Surprise

^{https://github.com/NicolasHug/Surprise}

A scikit for building and analyzing recommender systems.

• tags: python, recommender-systems
• :octocat: source code

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tensorrec

^{https://github.com/jfkirk/tensorrec}

A Recommendation Engine Framework in TensorFlow.

• tags: python, recommender-systems
• :octocat: source code

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