Search Results - RepositoryStats

3.7k

27.3k

mit

949

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

recsys search production data-quality data-science deep-learning data-discovery computer-vision data-engineering machine-learning applied-data-science reinforcement-learning applied-machine-learning natural-language-processing

Created 2020-07-04

485 commits to main branch, last one 6 months ago

Transformers4Rec NVIDIA-Merlin

148

1.1k

apache-2.0

27

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

gtp nlp bert xlnet recsys pytorch seq2seq huggingface transformer tabular-data language-model recommender-system session-based-recommendation

Created 2021-04-14

960 commits to main branch, last one 3 months ago

Awesome-LLM-for-RecSys CHIANGEL

57

1.1k

mit

15

Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.

rs llm llm4rs recsys awesome llm4rec recommender-systems large-language-models

Created 2023-05-22

307 commits to main branch, last one 9 days ago

lenskit lenskit

326

971

other

97

LensKit recommender toolkit.

java recsys

This repository has been archived (exclude archived)

Created 2013-09-19

6,377 commits to master branch, last one 3 years ago

generative-recommenders facebookresearch

144

762

apache-2.0

23

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

hstu recsys recommendations recommender-systems generative-recommenders actions-speak-louder-than-words

Created 2024-04-08

71 commits to main branch, last one 16 hours ago

Failed-ML kennethleungty

47

716

mit

19

Compilation of high-profile real-world examples of failed machine learning projects

ai ml fml recsys failed-ml production regression forecasting data-quality data-science deep-learning classification computer-vision data-engineering machine-learning failed-data-science artificial-intelligence failed-machine-learning natural-language-processing

Created 2022-08-15

68 commits to main branch, last one 5 months ago

competitive-recsys chihming

115

529

unknown

36

A collection of resources for Recommender Systems (RecSys)

recsys collaborative-filtering recommendation-algorithm

Created 2018-03-02

45 commits to master branch, last one 2 years ago

recommendation amitkaps

154

455

mit

17

Recommendation System using ML and DL

primer recsys workshop deep-learning hybrid-recommender colloborative-filtering

Created 2016-11-14

62 commits to master branch, last one 4 years ago

torch-rechub datawhalechina

75

421

mit

12

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

recsys pytorch ctr-prediction recommendation-system

Created 2022-05-12

114 commits to main branch, last one 6 months ago

RecSys_Course_AT_PoliMi MaurizioFD

146

359

agpl-3.0

21

⚠️ [ARCHIVED] This version has been archived as of october 2024 and will not be updated anymore, please refer to the README for a link to the new version. This is the official repository for the Recom...

knn bprmf cython polimi recsys tuning bprslim funksvd mseslim p3alpha puresvd rp3beta algorithm recommender-system item-knn-recommender politecnico-di-milano

Created 2018-08-23

194 commits to master branch, last one about a month ago

recsys-dataset otto-de

45

311

mit

9

🛍 A real-world e-commerce dataset for session-based recommender systems research.

otto kaggle recsys dataset benchmark e-commerce session-based recommendations machine-learning recommender-system recommendation-system multi-objective-optimization

Created 2022-10-20

21 commits to main branch, last one 5 months ago

RecTools MobileTeleSystems

37

287

apache-2.0

7

RecTools - library to build Recommendation Systems easier and faster than ever before

recsys deep-learning recomendations personalization machine-learning recommender-system recommendation-engine recommendation-system recommendation-algorithms

Created 2022-07-13

238 commits to main branch, last one 8 days ago

RePlay sb-ai-lab

27

278

apache-2.0

7

A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

recsys pyspark pytorch algorithms evaluation transformers deep-learning machine-learning recommender-system matrix-factorization distributed-computing collaborative-filtering recommendation-algorithms

Created 2022-04-19

2,390 commits to main branch, last one 7 days ago

rexmex AstraZeneca

25

278

unknown

8

A general purpose recommender metrics library for fair evaluation.

mrr rank metric recall recsys metrics ranking coverage rsquared precision evaluation recommender deep-learning personalization machine-learning recommender-system

Created 2021-10-25

530 commits to main branch, last one about a year ago

lkpy lenskit

61

270

mit

7

Python recommendation toolkit

python recsys scikit lenskit

Created 2018-06-08

3,906 commits to main branch, last one a day ago

models NVIDIA-Merlin

50

262

apache-2.0

23

Merlin Models is a collection of deep learning recommender system model reference implementations

gpu dask recsys pytorch rapidsai tensorflow deep-learning machine-learning recommender-system recommendation-system

Created 2021-05-03

639 commits to main branch, last one 7 months ago

recs-at-resonable-scale jacopotagliabue

14

230

mit

9

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

dbt recsys reclist metaflow serverless deep-learning reasonable-scale recommender-system

Created 2022-07-16

52 commits to main branch, last one about a year ago

mabwiser fidelity

42

213

apache-2.0

12

[IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library

recsys machine-learning contextual-bandits parametric-bandits multi-armed-bandits non-parametric-bandits

Created 2019-06-13

195 commits to master branch, last one 2 months ago

adversarial-recommender-systems-survey sisinflab

32

157

unknown

12

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show anoth...

ai aml gan recsys security collabora deep-learning future-visions personalization machine-learning literature-review recommender-system adversarial-attacks adversarial-machine-learning generative-adversarial-network

Created 2020-04-14

54 commits to master branch, last one 3 years ago

mab2rec fidelity

26

130

unknown

13

[AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender

recsys recommendation multi-armed-bandits

Created 2022-02-09

91 commits to main branch, last one about a month ago

RecSys_course anamarina

27

119

unknown

5

Course on recommender systems conducted at the Faculty of Computer Science, National Research University - Higher School of Economics. Academic year 2022-2023.

recsys recsys-course recommendations recommender-system recommendation-systems

Created 2021-09-09

198 commits to 2024 branch, last one 6 months ago

Awesome-recsys creyesp

16

109

unknown

7

Curated list of recommnedation system topics

papers recsys awesome-list deep-learning personalization machine-learning recommender-system

Created 2021-06-03

85 commits to main branch, last one 11 months ago

final-project-level3-recsys-01 boostcampaitech4lv23recsys1

5

77

unknown

0

🍁 AI를 활용한 메이플스토리 코디 추천 서비스👚👕

gcp pm2 axios nginx react recsys airflow fastapi mongodb pytorch bigquery gunicorn

Created 2022-12-02

563 commits to main branch, last one about a year ago

Awesome-Mixture-of-Experts-Papers arpita8

0

68

unknown

1

Survey: A collection of AWESOME papers and resources on the latest research in Mixture of Experts.

llm rec recsys awesome deep-learning computer-vision machine-learning mixture-of-experts large-language-models

Created 2024-08-11

18 commits to main branch, last one 3 months ago

spotify_recSys_challenge_2018 hojinYang

19

66

apache-2.0

4

2018 Spotify ACM RecSys Challenge 2'nd Place Solution

recsys recommender-systems music-recommendation spotify-recsys-challenge

Created 2018-06-28

33 commits to master branch, last one 3 years ago

TRON otto-de

4

62

mit

6

⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.

python recsys sasrec gru4rec pytorch e-commerce transformers deep-learning negative-sampling pytorch-lightning recommender-system recommendation-engine artificial-intelligence session-based-recommender-system

Created 2023-05-26

5 commits to main branch, last one about a year ago

recsys-tutorial geangohn

15

48

apache-2.0

2

Tutorials and examples of various recommender systems in industrial applications

als gnn recsys prod2vec tutorial

Created 2020-05-14

45 commits to master branch, last one 3 years ago

GHRS hadoov

13

34

unknown

2

GHRS: Graph-based hybrid recommendation system with application to movie recommendation

graph hybrid recsys autoencoder graphical-models recommender-system recommendation-system collaborative-filtering

Created 2022-03-22

17 commits to main branch, last one 9 days ago

FairRecSys rahmanidashti

6

32

unknown

4

[Official Codes] Experiments on Generalizability of User-Oriented Fairness in Recommender Systems (SIGIR 2022)

recsys python3 fairness user-fairness reproducibility notebook-jupyter consumer-fairness google-colaboratory recommender-systems algorithmic-fairness

Created 2022-01-15

94 commits to main branch, last one 2 years ago

MultiTRON otto-de

0

24

mit

3

🤹 MultiTRON: Pareto Front Approximation for Multi-Objective Session-Based Recommender Systems, accepted at ACM RecSys 2024.

tron python recsys e-commerce pareto-front transformers deep-learning pytorch-lightning recommender-system multi-task-learning recommendation-engine artificial-intelligence multi-objective-optimization session-based-recommender-system

Created 2024-05-30

2 commits to main branch, last one 3 months ago