python-recsys VS LightFM

Compare python-recsys vs LightFM and see what are their differences.

python-recsys

A python library for implementing a recommender system (by ocelma)

LightFM

A Python implementation of LightFM, a hybrid recommendation algorithm. (by lyst)
Our great sponsors
  • OPS - Build and Run Open Source Unikernels
  • SonarQube - Static code analysis for 29 languages.
  • Scout APM - Less time debugging, more time building
python-recsys LightFM
0 0
1,406 3,905
- 1.3%
0.0 3.1
about 1 year ago 18 days ago
Python Python
http://www.gnu.org/copyleft/gpl.html 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.

python-recsys

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

We haven't tracked posts mentioning python-recsys 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 python-recsys and LightFM you can also consider the following projects:

Surprise - A Python scikit for building and analyzing recommender systems

tensorflow - An Open Source Machine Learning Framework for Everyone

Keras - Deep Learning for humans

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

MLflow - Open source platform for the machine learning lifecycle

Crab - Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms in the world of scientific Python packages (numpy, scipy, matplotlib).

scikit-learn - scikit-learn: machine learning in Python

spotlight - Deep recommender models using PyTorch.

gym - A toolkit for developing and comparing reinforcement learning algorithms.