spotlight VS LightFM

Compare spotlight vs LightFM 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
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LightFM

A Python implementation of LightFM, a hybrid recommendation algorithm. (by lyst)
Machine Learning Recommender Python matrix-factorization learning-to-rank recommender-system
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spotlight LightFM
- -
3,045 5,081
0.0% 0.0%
0.0 0.0
over 3 years ago almost 2 years ago
Python Python
MIT License MIT 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.

LightFM

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

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

What are some alternatives?

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

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

Surprise - A Python scikit for building and analyzing recommender systems

implicit - Fast Python Collaborative Filtering for Implicit Feedback Datasets

tensorflow - An Open Source Machine Learning Framework for Everyone

fastFM - fastFM: A Library for Factorization Machines

xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

spotlight vs annoy LightFM vs Surprise spotlight vs implicit LightFM vs tensorflow spotlight vs fastFM LightFM vs xgboost
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
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