spotlight VS fastFM

Compare spotlight vs fastFM and see what are their differences.

spotlight

Deep recommender models using PyTorch. (by maciejkula)
Recommender Systems recommender-system Deep Learning learning-to-rank Python Machine Learning matrix-factorization Pytorch
Source Code
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fastFM

fastFM: A Library for Factorization Machines (by ibayer)
Recommender Systems Machine Learning recommender-system factorization-machines matrix-factorization
Source Code
ibayer.github.io
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spotlight fastFM
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2,934 1,063
- -
0.0 0.0
over 1 year ago almost 2 years ago
Python Python
MIT License BSD 3-clause "New" or "Revised" License
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.

spotlight

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

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

fastFM

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

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

What are some alternatives?

When comparing spotlight and fastFM you can also consider the following projects:

LightFM - A Python implementation of LightFM, a hybrid recommendation algorithm.

implicit - Fast Python Collaborative Filtering for Implicit Feedback Datasets

libffm - A Library for Field-aware Factorization Machines

annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

TensorRec - A TensorFlow recommendation algorithm and framework in Python.

RecBole - A unified, comprehensive and efficient recommendation library

PERSIA - High performance distributed framework for training deep learning recommendation models based on PyTorch.

ranking - Learning to Rank in TensorFlow

spotlight vs LightFM fastFM vs implicit spotlight vs implicit fastFM vs libffm spotlight vs annoy fastFM vs TensorRec spotlight vs TensorRec fastFM vs annoy spotlight vs libffm spotlight vs RecBole spotlight vs PERSIA spotlight vs ranking