libffm VS annoy

Compare libffm vs annoy and see what are their differences.

libffm

A Library for Field-aware Factorization Machines (by ycjuan)

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk (by spotify)
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libffm annoy
0 18
1,554 10,095
- 1.1%
0.0 3.6
over 1 year ago 7 days ago
C++ C++
BSD 3-clause "New" or "Revised" License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

libffm

Posts with mentions or reviews of libffm. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning libffm yet.
Tracking mentions began in Dec 2020.

annoy

Posts with mentions or reviews of annoy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-17.

What are some alternatives?

When comparing libffm and annoy you can also consider the following projects:

faiss - A library for efficient similarity search and clustering of dense vectors.

implicit - Fast Python Collaborative Filtering for Implicit Feedback Datasets

hnswlib - Header-only C++/python library for fast approximate nearest neighbors

fastFM - fastFM: A Library for Factorization Machines

TensorRec - A TensorFlow recommendation algorithm and framework in Python.

spotlight - Deep recommender models using PyTorch.

milvus - Vector database for scalable similarity search and AI applications.

hora - 🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .