7 best Python Recommender System libraries in 2023
by naveen.kumar@openweaver.com Updated: Mar 9, 2023
Guide Kit
Recommender systems are becoming more and more popular in eCommerce. Amazon, Netflix, and Zalando have all implemented advanced recommender systems to suggest products to users. A recommender system intends to predict user preferences based on their past behavior and propose items that may be of interest to them. This can be anything from movies to music and books. Recommendation engines are used everywhere, with the main objective of boosting customer engagement and sales. Python is a very popular programming language for machine learning. Scikit-learn, a Python library for machine learning can be used to build recommender systems. One can implement different machine learning algorithms in scikit-learn and build recommender systems. There are various other Python libraries also available that can be used to build recommender systems. In this kit, we have listed the best Python libraries for building recommendation systems.
recommendersby microsoft
Best Practices on Recommendation Systems
recommendersby microsoft
Python
15762
Version:1.1.1
License: Permissive (MIT)
Surpriseby NicolasHug
A Python scikit for building and analyzing recommender systems
Surpriseby NicolasHug
Python
5791
Version:Current
License: Permissive (BSD-3-Clause)
QRecby Coder-Yu
QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
QRecby Coder-Yu
Python
1416
Version:Current
License: No License
buffaloby kakao
TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
buffaloby kakao
Python
560
Version:v2.0.1
License: Permissive (Apache-2.0)
gitrecby zhenghaoz
A recommender system for GitHub repositories based on Gorse
gitrecby zhenghaoz
Python
284
Version:Current
License: Permissive (WTFPL)
crabby python-recsys
Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms in the world of scientific Python packages (python, numpy, scipy, matplotlib)
crabby python-recsys
Python
120
Version:Current
License: Others (Non-SPDX)
gitrecby python-recsys
Mortar project that generates recommendations for gitrec.mortardata.com
gitrecby python-recsys
Python
2
Version:Current
License: Permissive (Apache-2.0)