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Projects in Awesome Lists tagged with recommender-system

A curated list of projects in awesome lists tagged with recommender-system .

https://github.com/easezyc/Multitask-Recommendation-Library

MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.

advertising ctr-prediction multitask-learning multitask-recommendation recommendation recommender-system transfer-learning

Last synced: 17 Nov 2024

https://github.com/evfro/polara

Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.

collaborative-filtering evaluation matrix-factorization recommender-system tensor-factorization top-n-recommendations

Last synced: 15 Jan 2025

https://github.com/nvidia-merlin/models

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

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

Last synced: 15 Jan 2025

https://github.com/auxten/go-ctr

Go DeepLearning based Recommendation Framework

ctr deep-learning golang recommender-system

Last synced: 17 Jan 2025

https://github.com/chuanyuxue/cikm-2019-analyticup

1st Solution for 2019-CIKM-Analyticup: Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation

cikm datamining kaggle-competition recommender-system tianchi

Last synced: 16 Jan 2025

https://github.com/ChuanyuXue/CIKM-2019-AnalytiCup

1st Solution for 2019-CIKM-Analyticup: Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation

cikm datamining kaggle-competition recommender-system tianchi

Last synced: 28 Nov 2024

https://github.com/mhahsler/recommenderlab

recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package

collaborative-filtering recommender-system

Last synced: 17 Jan 2025

https://github.com/fzliu/radient

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

audio embeddings etl fraud-detection graphs image-search images milvus molecular-search molecules recommender-system retrieval-augmented-generation semantic-search similarity-search text unstructured-data-etl vector-database vectors

Last synced: 13 Jan 2025

https://github.com/liuchengxu/szuthesis

:pencil: SZU Undergraduate Thesis -- Recommender System

latex recommender-system thesis

Last synced: 19 Dec 2024

https://github.com/steven95421/KDD_WinnieTheBest

KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall first place

e-commerce kdd kdd2020 kddcup multimodal recommender-system

Last synced: 28 Nov 2024

https://github.com/jacopotagliabue/post-modern-stack

Joining the modern data stack with the modern ML stack

dbt metaflow mlops recommender-system sagemaker

Last synced: 30 Oct 2024

https://github.com/RUCAIBox/Negative-Sampling-Paper

This repository collects 100 papers related to negative sampling methods.

computer-vision contrastive-learning negative-sampling paper papers recommender-system

Last synced: 16 Nov 2024

https://github.com/paddlepaddle/elasticctr

ElasticCTR，即飞桨弹性计算推荐系统，是基于Kubernetes的企业级推荐系统开源解决方案。该方案融合了百度业务场景下持续打磨的高精度CTR模型、飞桨开源框架的大规模分布式训练能力、工业级稀疏参数弹性调度服务，帮助用户在Kubernetes环境中一键完成推荐系统部署，具备高性能、工业级部署、端到端体验的特点，并且作为开源套件，满足二次深度开发的需求。

ctr hdfs k8s personalization ranking recommender-system

Last synced: 20 Dec 2024

https://github.com/vinta/albedo

A recommender system for discovering GitHub repos, built with Apache Spark

apache-spark elasticsearch feature-engineering machine-learning python recommender-system scala

Last synced: 19 Dec 2024

https://github.com/RUCAIBox/RecBole2.0

An up-to-date, comprehensive and flexible recommendation library

recommender-system

Last synced: 11 Nov 2024

https://github.com/etlundquist/rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

collaborative-filtering factorization-machines implicit-feedback learning-to-rank machine-learning recommendation recommender-system

Last synced: 22 Nov 2024

https://github.com/dselivanov/rsparse

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

collaborative-filtering factorization-machines matrix-completion matrix-factorization r recommender-system sparse-matrices svd

Last synced: 27 Dec 2024

https://github.com/dawenl/cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

embeddings matrix-factorization python recommender-system

Last synced: 27 Nov 2024

https://github.com/chuanyuxue/kddcup-2020

6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System

data-mining debiasing e-commerce kdd2020 recommender-system

Last synced: 19 Dec 2024

https://github.com/deeprec-ai/hybridbackend

A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster

deep-learning gpu hybrid-parallelism parquet recommender-system

Last synced: 11 Nov 2024

https://github.com/DeepRec-AI/HybridBackend

A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster

deep-learning gpu hybrid-parallelism parquet recommender-system

Last synced: 11 Nov 2024

https://github.com/eugeneyan/recsys-nlp-graph

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

graph matrix-factorization nlp pytorch recommender-system

Last synced: 05 Jan 2025

https://github.com/google-research/recsim_ng

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

artificial-intelligence google probabilistic-programming recommender-system reinforcement-learning simulation tensorflow

Last synced: 10 Nov 2024

https://github.com/shoprunner/collie

A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.

datascience deep-learning hybrid implicit learning-to-rank python pytorch recommendation-system recommender-system

Last synced: 15 Jan 2025

https://github.com/takuti/flurs

:ocean: FluRS: A Python library for streaming recommendation algorithms

data-science factorization-machines machine-learning matrix-factorization python recommender-system

Last synced: 18 Dec 2024

https://github.com/wuliwei9278/SSE-PT

Codes and Datasets for paper RecSys'20 "SSE-PT: Sequential Recommendation Via Personalized Transformer" and NurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"

recommender-system regularization sequential sse-pt stochastic-shared-embeddings transformer

Last synced: 11 Nov 2024

https://github.com/nvidia-merlin/hierarchicalkv

HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of HierarchicalKV is to store key-value feature-embeddings on high-bandwidth memory (HBM) of GPUs and in host memory. It also can be used as a generic key-value storage.

cuda dynamic-embedding embedding-storage gpu hashtable key-value-store recommender-system

Last synced: 24 Nov 2024

https://github.com/phpjuice/opencf

PHP implementation of the (Weighted Slopeone,Cosine, Weighted Cosine) rating-based collaborative filtering schemes.

collaborative-filtering collaborative-filtering-algorithm php recommendation-system recommender-system

Last synced: 17 Jan 2025

https://github.com/windqaq/tf-recsys

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

collaborative-filtering movielens-dataset recommender-system svd svdplusplus tensorflow

Last synced: 11 Oct 2024

https://github.com/huangtinglin/MixGCF

MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021

graph-neural-network information-retrieval negative-sampling network-embedding pytorch recommender-system

Last synced: 28 Nov 2024

https://github.com/yixuan/recosystem

Recommender System Using Parallel Matrix Factorization

matrix-factorization recommender-system

Last synced: 14 Jan 2025

https://github.com/phpjuice/slopeone

PHP implementation of the Weighted Slope One rating-based collaborative filtering scheme.

algorithm collaborative-filtering recommender-system slopeone

Last synced: 19 Dec 2024

https://github.com/nvidia-merlin/systems

Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into end-to-end recommendation pipelines that can be served with Triton Inference Server.

deep-learning ensemble gpu machine-learning python recommendation-system recommender-system tensorflow

Last synced: 14 Jan 2025

https://github.com/bolcom/serenade

Session-based recommender system: Serenade

recommendation recommendation-system recommender-system rust

Last synced: 12 Jan 2025

https://github.com/caojiangxia/BiGI

[WSDM 2021]Bipartite Graph Embedding via Mutual Information Maximization

bipartite-graphs deep-infomax graph-embedding graph-neural-networks recommender-system self-supervised-learning

Last synced: 11 Nov 2024

https://github.com/tsinghua-fib-lab/CLSR

The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)

contrastive-learning disentangled-representations disentanglement recommendation recommender-system

Last synced: 28 Nov 2024

https://github.com/chinmayrane16/recommender-systems-with-collaborative-filtering-and-deep-learning-techniques

Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques

collaborative-filtering deep-learning embeddings movielens-dataset recommender-system state-of-the-art

Last synced: 27 Oct 2024

https://github.com/pmixer/tisasrec.pytorch

https://github.com/JiachengLi1995/TiSASRec in PyTorch

pytorch recommender-system sequential-models tisasrec

Last synced: 10 Nov 2024

https://github.com/jimouris/auction-website

:label: An e-commerce marketplace template. An online auction and shopping website for buying and selling a wide variety of goods and services worldwide.

auction-website auctions eshop java mvc mvc-framework recommendation-system recommender-system webstore

Last synced: 06 Nov 2024

https://github.com/finn-no/recsys_slates_dataset

FINN.no Slate Dataset for Recommender Systems. A dataset containing all interactions (viewed items + response (clicked item / no click) for users over a longer time horizon.

dataset deep-learning pytorch recommender-system

Last synced: 01 Nov 2024

https://github.com/chandlerbang/movie-qa-system

基于知识图谱的电影问答系统。 This is a simple question answering and recommender system on movies (based on Knowledge Graph).

flask knowledge-graph neo4j-database python question-answering recommender-system

Last synced: 06 Nov 2024

https://github.com/DyGRec/ASReP

Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.

augmented-sequences item-prediction recommender-system sequential-recommendation transformer

Last synced: 28 Nov 2024

https://github.com/yearing1017/recosys

personal learning resources and learning notes

deep-learning recommender-system

Last synced: 15 Oct 2024

https://github.com/ankane/disco-node

Recommendations for Node.js using collaborative filtering

recommendation-engine recommender-system

Last synced: 09 Jan 2025

https://github.com/chenchongthu/SAMN

This is our implementation of SAMN: Social Attentional Memory Network

attention-mechanism deep-learning recommendation recommender-system social social-network

Last synced: 28 Nov 2024

https://github.com/joisino/private-recsys

Code for "Private Recommender Systems: How Can Users Build Their Own Fair Recommender Systems without Log Data?" (SDM 2022)

recommender-system user-side

Last synced: 27 Nov 2024

https://github.com/nanxstats/deep-learning-recipes

🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)

deep-learning keras matrix-factorization r recommender-system tensorflow triplet-loss

Last synced: 16 Nov 2024

https://github.com/mtcextendee/mautic-recommender-bundle

The first product recommendations system for Mautic

extendee mautic recombee recommender-system

Last synced: 12 Nov 2024

https://github.com/CRIPAC-DIG/DGCF

[ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."

collaborative-filtering dynamic-graphs recommender-system

Last synced: 28 Nov 2024

https://github.com/florianwilhelm/lda4rec

🧮 Extended Latent Dirichlet Allocation for Collaborative Filtering in Recommender Systems.

collaborative-filtering explainability interpretability python recommender-system

Last synced: 01 Jan 2025

https://github.com/ankane/disco-rust

Recommendations for Rust using collaborative filtering

recommendation-engine recommender-system

Last synced: 15 Jan 2025

https://github.com/nreco/recommender

NReco Recommender is a .NET port of Apache Mahout CF java engine (standalone, non-Hadoop version)

collaborative-filtering dot-net dotnetcore mahout-cf-engine recommendation-algorithms recommendation-engine recommendation-system recommender recommender-system

Last synced: 12 Oct 2024

https://github.com/theeluwin/session-aware-bert4rec

Official repository for "Exploiting Session Information in BERT-based Session-aware Sequential Recommendation", SIGIR 2022 short.

pytorch pytorch-implementation recommender-system

Last synced: 05 Nov 2024

https://github.com/ameobea/sprout

AI-powered anime recommendation website for MyAnimeList + AniList with other tools, visualizations, and profile analytics

anilist anilist-api myanimelist myanimelist-api recommender-system sveltekit tensorflowjs

Last synced: 27 Oct 2024

https://github.com/o19s/elastic-graph-recommender

Building recommenders with Elastic Graph!

elasticsearch movielens recommender-system tmdb

Last synced: 20 Nov 2024

https://github.com/summmeer/session-based-news-recommendation

source code of paper "Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation", which is accepted at SIGIR 2022.

deep-learning recommender-system session-based-recommendation-system

Last synced: 28 Nov 2024

https://github.com/spidy20/data-scince-ml-project

In this repository i created many data scince - machine learning projects like(Deep dream,weather prediction,Movie recommender system etc) with code & datasets

data-analysis data-analytics deep-dream machine-learning matplotlib number-recognition python recommender-system songs songs-data-analysis stock-market-prediction

Last synced: 15 Nov 2024

https://github.com/Zeks/flipper

Search/Recommendation engine and metainformation server for fanfiction net

cpp discord docker fanfiction flipper grpc libpqxx microk8s postgresql protobuf qbs qml qt5 recommender-system search-engine socrates sqlite3

Last synced: 08 Nov 2024

https://github.com/yuziquan/recommendersystem

A network TV program recommendation system implemented by python is mainly based on the post-fusion of user collaborative filtering and content-based recommendation algorithms.

recommender-system

Last synced: 13 Dec 2024

https://github.com/pocket/recommendation-api

Rank and serve recommendations

fastapi graphql recommender-system

Last synced: 28 Nov 2024

https://github.com/smartcat-labs/collaboratory

Laboratory for collaborative filtering

collaborative-filtering r recommender-system

Last synced: 14 Dec 2024

https://github.com/amanpriyanshu/federated-recommendation-neural-collaborative-filtering

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.

collaborative-filtering deep-learning deep-recommender-system distributed-learning federated federated-learning iid movie-recommendation ncf neural-collaborative-filtering neural-network non-iid recommendation-algorithms recommendation-engine recommendation-system recommender-system

Last synced: 28 Oct 2024

https://github.com/ana06/ai

Several projects for the Artificial Intelligence course, with topics such as Recommender and Rule-based Systems, Ontologies and Natural Language Processing.

artificial-intelligence jess natural-language-processing ontology prolog protege recommender-system ucm

Last synced: 07 Jan 2025

https://github.com/wxl1999/unicrs

[KDD22] Official PyTorch implementation for "Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning".

conversation conversational-ai conversational-bots dialog dialogue dialogue-systems pretrained-language-model pretrained-models pretraining prompt prompt-tuning prompts recommendation recommendation-system recommender-system

Last synced: 28 Oct 2024

https://github.com/daverickdunn/jass

SoulSeek client with web interface and recommender system

backbonejs python-3-5 recommender-system sqlite3

Last synced: 22 Dec 2024

https://github.com/alessandrocorradini/university-of-minnesota-recommender-system-specialization

Repository for the Honor Track of Recommender Systems Specialization from University of Minnesota on Coursera

coursera coursera-assignment coursera-specialization mooc moocs recommendation-system recommender-system recommender-systems

Last synced: 22 Nov 2024

https://github.com/microndgt/rfdmovies-client

🎬instant recommending or finding or downloading movies via the command line

download-movies movie parser postgresql python recommender-system watch

Last synced: 17 Nov 2024

https://github.com/Microndgt/rfdmovies-client

🎬instant recommending or finding or downloading movies via the command line

download-movies movie parser postgresql python recommender-system watch

Last synced: 26 Nov 2024

https://github.com/hand10ryo/pytorchcml

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

collaborative-filtering implicit-feedback machine-learning metric-learning python pytorch recommender-system

Last synced: 23 Dec 2024

https://github.com/hand10ryo/PyTorchCML

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

collaborative-filtering implicit-feedback machine-learning metric-learning python pytorch recommender-system

Last synced: 11 Nov 2024

https://github.com/florianwilhelm/mlstm4reco

Multiplicative LSTM for Recommendations

pytorch recommender-system spotlight

Last synced: 01 Jan 2025

https://github.com/praful932/tf-rec

Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.

deep-learning keras machine-learning machine-learning-algorithms matrix-factorization python python-library recommendation-system recommender-system svd svdplusplus svdpp tensorflow

Last synced: 13 Oct 2024

https://github.com/yj8023xx/xiwenlejian

一个基于深度学习的书籍推荐系统，可以根据用户的行为进行个性化的推荐

deep-learning java python recommender-system spark springcloud vue

Last synced: 14 Nov 2024

https://github.com/jrzaurin/neural_cf

Comparing keras, pytorch and gluon using neural collaborative filtering

collaborative-filtering deep-learning gluon keras pytorch recommender-system

Last synced: 15 Oct 2024