26 results found Sort:

eugeneyan
applied-ml eugeneyan
3.5k
26.1k
mit
929
📚 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 29 days ago
NVIDIA-Merlin
Transformers4Rec NVIDIA-Merlin
144
1.1k
apache-2.0
26
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
959 commits to main branch, last one about a month ago
lenskit
lenskit lenskit
330
967
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This repository has been archived (exclude archived)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 2 years ago
CHIANGEL
Awesome-LLM-for-RecSys CHIANGEL
47
786
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
254 commits to main branch, last one 12 days ago
kennethleungty
Failed-ML kennethleungty
46
698
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
67 commits to main branch, last one 19 days ago
chihming
competitive-recsys chihming
117
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
amitkaps
recommendation amitkaps
152
425
mit
16
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 3 years ago
facebookresearch
generative-recommenders facebookresearch
62
381
apache-2.0
22
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, ICML...
hstu recsys recommendations recommender-systems generative-recommenders actions-speak-louder-than-words
Created 2024-04-08
12 commits to main branch, last one 3 days ago
datawhalechina
torch-rechub datawhalechina
69
358
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 17 days ago
MaurizioFD
RecSys_Course_AT_PoliMi MaurizioFD
143
348
agpl-3.0
21
This is the official repository for the Recommender Systems course at Politecnico di Milano.
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
193 commits to master branch, last one 3 months ago
otto-de
recsys-dataset otto-de
43
286
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
20 commits to main branch, last one about a year ago
AstraZeneca
rexmex AstraZeneca
25
275
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 9 months ago
lenskit
lkpy lenskit
58
258
mit
8
Python recommendation toolkit
python recsys scikit lenskit
Created 2018-06-08
2,793 commits to main branch, last one 2 days ago
MobileTeleSystems
RecTools MobileTeleSystems
28
248
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
216 commits to main branch, last one 22 hours ago
NVIDIA-Merlin
models NVIDIA-Merlin
49
244
apache-2.0
24
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 about a month ago
jacopotagliabue
recs-at-resonable-scale jacopotagliabue
14
223
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
fidelity
mabwiser fidelity
35
198
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
191 commits to master branch, last one 3 months ago
sisinflab
adversarial-recommender-systems-survey sisinflab
31
156
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
fidelity
mab2rec fidelity
21
105
unknown
13
[AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender
recsys recommendation multi-armed-bandits
Created 2022-02-09
84 commits to main branch, last one about a month ago
anamarina
RecSys_course anamarina
23
95
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 25 days ago
creyesp
Awesome-recsys creyesp
12
78
unknown
5
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 5 months ago
boostcampaitech4lv23recsys1
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 9 months ago
hojinYang
spotify_recSys_challenge_2018 hojinYang
18
65
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
otto-de
TRON otto-de
4
54
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-recommendation-system
Created 2023-05-26
5 commits to main branch, last one 8 months ago
geangohn
recsys-tutorial geangohn
15
46
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
rahmanidashti
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