Search Results - RepositoryStats

3.7k

27.8k

mit

950

📚 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 10 months ago

Awesome-LLM-for-RecSys CHIANGEL

68

1.2k

mit

16

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

355 commits to main branch, last one 8 days ago

Transformers4Rec NVIDIA-Merlin

147

1.2k

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 7 months ago

lenskit lenskit

325

974

other

96

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This repository has been archived (exclude archived)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

177

949

apache-2.0

24

Repository hosting code for "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

128 commits to main branch, last one 7 hours ago

Failed-ML kennethleungty

48

728

mit

18

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 9 months ago

competitive-recsys chihming

115

534

unknown

35

A collection of resources for Recommender Systems (RecSys)

recsys collaborative-filtering recommendation-algorithm

Created 2018-03-02

45 commits to master branch, last one 3 years ago

recommendation amitkaps

159

485

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

80

484

mit

9

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

recsys pytorch ctr-prediction recommendation-system

Created 2022-05-12

125 commits to main branch, last one 10 days ago

RecSys_Course_AT_PoliMi MaurizioFD

153

362

agpl-3.0

20

⚠️ [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 5 months ago

RecTools MobileTeleSystems

44

341

apache-2.0

8

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

264 commits to main branch, last one 24 days ago

RePlay sb-ai-lab

33

330

apache-2.0

6

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

2,418 commits to main branch, last one 3 days ago

recsys-dataset otto-de

49

325

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 9 months ago

lkpy lenskit

66

283

mit

6

Python recommendation toolkit

python recsys scikit lenskit

Created 2018-06-08

5,080 commits to main branch, last one 12 hours ago

rexmex AstraZeneca

25

280

unknown

7

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

models NVIDIA-Merlin

51

271

apache-2.0

22

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 10 months ago

recs-at-resonable-scale jacopotagliabue

14

237

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

227

apache-2.0

11

[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 6 months ago

adversarial-recommender-systems-survey sisinflab

32

159

unknown

11

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 4 years ago

RecSys_course anamarina

36

148

unknown

5

Course on Recommender Systems conducted at the Faculty of Computer Science, National Research University - Higher School of Economics. Academic year 2024/2025.

recsys recsys-course recommendations recommender-system recommendation-systems

Created 2021-09-09

244 commits to 2025 branch, last one a day ago

mab2rec fidelity

26

138

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 5 months ago

Awesome-recsys creyesp

17

123

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 about a year ago

Awesome-Mixture-of-Experts-Papers arpita8

1

106

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 7 months ago

final-project-level3-recsys-01 boostcampaitech4lv23recsys1

5

80

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

TRON otto-de

3

66

mit

5

⚡️ 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

spotify_recSys_challenge_2018 hojinYang

19

66

apache-2.0

3

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 4 years ago

DNN-YouTube-RecSys chenxingqiang

32

54

unknown

0

This repository provides a comprehensive implementation of a deep neural network-based recommendation system similar to YouTube's. The repo is organized to include the core Python implementation of th...

dnn scala python recsys dataset pyspark youtube deepwide recommender-system deep-neural-networks click-through-rate-prediction

Created 2019-12-27

5 commits to master branch, last one 5 months ago

recsys-tutorial geangohn

15

49

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 4 years ago

rails bailuding

6

39

apache-2.0

5

Retrieval with Learned Similarities (http://arxiv.org/abs/2407.15462, WWW'25 Oral)

gpu recsys similarity-score similarity-search question-answering recommender-systems recommendation-system nearest-neighbor-search

Created 2024-07-19

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

GHRS hadoov

14

35

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 4 months ago