Top 23 Python recommender-system Projects

recommender-system

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1. d2l-en

   1 6 28,853 2.9 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.

   

2. SaaSHub

   www.saashub.com featured

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

   

3. LightFM

   2 0 5,081 0.0 Python

   A Python implementation of LightFM, a hybrid recommendation algorithm.

   

4. implicit

   3 3 3,783 3.7 Python

   Fast Python Collaborative Filtering for Implicit Feedback Datasets

   

5. catalyst

   4 1 3,378 0.0 Python

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

   

6. spotlight

   5 0 3,045 0.0 Python

   Deep recommender models using PyTorch. (by maciejkula)

   

7. torchrec

   6 2 2,554 9.8 Python

   Pytorch domain library for recommendation systems

   

8. EasyRec

   7 1 2,330 6.2 Python

   A framework for large scale recommendation algorithms.

   

9. recommenders

   8 1 2,019 6.3 Python

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

   

10. neural_collaborative_filtering

    9 1 1,883 0.0 Python

    Neural Collaborative Filtering

    

11. TensorRec

    10 0 1,301 0.0 Python

    A TensorFlow recommendation algorithm and framework in Python.

    

12. Transformers4Rec

    11 4 1,269 4.6 Python

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

    

13. RecSysDatasets

    12 1 1,232 2.7 Python

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

    

14. NVTabular

    13 1 1,146 3.2 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.

    

15. fastFM

    14 0 1,088 0.0 Python

    fastFM: A Library for Factorization Machines

    

16. reclist

    15 1 473 7.8 Python

    Behavioral "black-box" testing for recommender systems

    

17. radient

    16 29 283 6.4 Python

    Radient turns many data types (not just text) into vectors for similarity search, RAG, regression analysis, and more.

    

18. rexmex

    17 1 277 5.5 Python

    A general purpose recommender metrics library for fair evaluation.

    

19. recs-at-resonable-scale

    18 2 241 2.3 Python

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

    

20. post-modern-stack

    19 2 202 2.2 Python

    Joining the modern data stack with the modern ML stack

    

21. BSPM

    20 1 98 3.3 Python

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

    

22. sansa

    21 1 46 6.8 Python

    SANSA - sparse EASE for millions of items

    

23. Federated-Recommendation-Neural-Collaborative-Filtering

    22 2 43 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.

    

24. LT-OCF

    23 1 38 3.1 Python

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

    

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• A note from our sponsor - SaaSHub
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  SaaSHub helps you find the best software and product alternatives Learn more →

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