Top 23 Python recommender-system Projects

• d2l-en

  6 21,564 8.7 Python

  Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

  

• LightFM

  0 4,593 4.8 Python

  A Python implementation of LightFM, a hybrid recommendation algorithm.

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• implicit

  3 3,420 6.2 Python

  Fast Python Collaborative Filtering for Implicit Feedback Datasets

• catalyst

  1 3,221 0.0 Python

  Accelerated deep learning R&D (by catalyst-team)

  

Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

• spotlight

  0 2,934 0.0 Python

  Deep recommender models using PyTorch. (by maciejkula)

• recommenders

  1 1,748 5.6 Python

  TensorFlow Recommenders is a library for building recommender system models using TensorFlow. (by tensorflow)

  

• torchrec

  1 1,719 9.7 Python

  Pytorch domain library for recommendation systems

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• neural_collaborative_filtering

  1 1,707 0.0 Python

  Neural Collaborative Filtering

• EasyRec

  1 1,467 8.1 Python

  A framework for large scale recommendation algorithms.

  

Project mention: FLaNK Stack Weekly for 20 June 2023 | dev.to | 2023-06-20

Recommendation Framework https://github.com/alibaba/EasyRec

• TensorRec

  0 1,250 0.0 Python

  A TensorFlow recommendation algorithm and framework in Python.

• fastFM

  0 1,063 0.0 Python

  fastFM: A Library for Factorization Machines

• Transformers4Rec

  4 1,025 5.3 Python

  Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

  

• NVTabular

  1 1,002 5.5 Python

  NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

  

• RecSysDatasets

  1 704 3.9 Python

  This is a repository of public data sources for Recommender Systems (RS).

  

• reclist

  1 448 7.8 Python

  Behavioral "black-box" testing for recommender systems

  

Project mention: EvalRS2023 for Recommender Systems + Hackathon | /r/recommendersystems | 2023-04-29

RecList OS library and paper (it will be used for the event)

• rexmex

  1 275 5.5 Python

  A general purpose recommender metrics library for fair evaluation.

  

• recs-at-resonable-scale

  2 218 2.3 Python

  Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow

Project mention: When writing ML software - how do you use TDD? | /r/mlops | 2023-06-25

Good paper, and in response to that one a team from Coveo, wrote this paper on behavioral tests for recommender systems... and also this repo.

• post-modern-stack

  2 180 2.2 Python

  Joining the modern data stack with the modern ML stack

Project mention: [Advice] MLOps Course recommendations | /r/datascience | 2023-06-24

End-to-end stuff, full-fledge stacks: https://github.com/jacopotagliabue/post-modern-stack

• BSPM

  1 76 4.5 Python

  Blurring-Sharpening Process Models for Collaborative Filtering, SIGIR'23 (by jeongwhanchoi)

• Federated-Recommendation-Neural-Collaborative-Filtering

  2 25 3.9 Python

  Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federate this recommendation system.

• python-ranker

  4 21 6.2 Python

  Contextual Multi-Armed Bandit Platform for Scoring, Ranking & Decisions

  

Project mention: Introduction to Thompson Sampling: The Bernoulli Bandit | news.ycombinator.com | 2024-02-04

I built a contextual bandit combining XGBoost with Thompson Sampling you can check out at https://improve.ai

• LT-OCF

  1 20 10.0 Python

  LT-OCF: Learnable-Time ODE-based Collaborative Filtering, CIKM'21

• matrix-factorization

  1 19 2.9 Python

  Library for matrix factorization for recommender systems using collaborative filtering

• SaaSHub

  www.saashub.com sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Python recommender-system related posts

• [Advice] MLOps Course recommendations
  3 projects | /r/datascience | 24 Jun 2023
• Federated-Recommendation-Neural-Collaborative-Filtering
  1 project | /r/Python | 13 Apr 2023
• Recommendation system integration
  1 project | /r/django | 31 Mar 2022
• Content-based Recommender System with Python
  1 project | dev.to | 4 Jan 2022
• A new way to build decentralised recommendation engines for the creator economy
  1 project | news.ycombinator.com | 25 Dec 2021
• Python Command not giving any output!
  2 projects | /r/learnpython | 11 Jul 2021
• Python Command not giving any output!
  2 projects | /r/Python | 10 Jul 2021
• A note from our sponsor - SaaSHub
  www.saashub.com | 20 Apr 2024

  SaaSHub helps you find the best software and product alternatives Learn more →

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