tangxyw/RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Language: Python - Size: 1.56 GB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1,706 - Forks: 241

h1st-ai/h1st

Power Tools for AI Engineers With Deadlines

Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: 28 days ago - Pushed at: almost 2 years ago - Stars: 793 - Forks: 92

daicoolb/RecommenderSystem-Paper

This repository includes some papers that I have read or which I think may be very interesting.

Size: 189 MB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 732 - Forks: 205

fajieyuan/SIGIR2020_peterrec

Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

Language: Python - Size: 8.38 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 194 - Forks: 36

YuanchenBei/Awesome-Cold-Start-Recommendation

A curated list of resources on cold-start recommendations.

Size: 1.71 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 146 - Forks: 10

david-cortes/cmfrec

(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)

Language: C - Size: 2.81 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 120 - Forks: 33

rootlu/MetaHIN

Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"

Language: Jupyter Notebook - Size: 38.4 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 116 - Forks: 37

CodingDoug/min-functions-cold-start

Scaffolding for Cloud Functions deployed with the Firebase CLI that minimize cold starts by using TypeScript async imports

Language: TypeScript - Size: 293 KB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 81 - Forks: 18

Gavince/Recommend-System

深度学习与推荐系统学习，理论结合代码更香。

Language: Jupyter Notebook - Size: 65.6 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 67 - Forks: 15

oslabs-beta/Hearth

An application to help prevent cold starts in AWS Lambda functions.

Language: TypeScript - Size: 7.77 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 61 - Forks: 7

robhowley/lambda-warmer-py

keep lambdas warm and monitor cold starts with a simple decorator

Language: Python - Size: 29.3 KB - Last synced at: 24 days ago - Pushed at: over 3 years ago - Stars: 47 - Forks: 7

pwrdrvr/lambda-dispatch

Lambda Dispatch for AWS Lambda - Avoid cold starts, save up to 80%!

Language: C# - Size: 3.08 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 44 - Forks: 3

fajieyuan/cross-domain-recommendation

cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets

Size: 34.2 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 38 - Forks: 3

david-cortes/ctpfrec 📦

Python implementation of "Content-based recommendations with poisson factorization", with some extensions

Language: Python - Size: 146 KB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 30 - Forks: 9

ZJU-DAILY/MetaKG

Source code for MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation. TKDE 2022.

Language: Python - Size: 159 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 30 - Forks: 7

IIEdm/TaNP

[WWW 2021]Task-adaptive Neural Process for User Cold-Start Recommendation

Language: Python - Size: 1.2 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 29 - Forks: 5

evfro/recsys19_hybridsvd 📦

Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.

Language: Jupyter Notebook - Size: 5.8 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 25 - Forks: 14

YuanchenBei/ColdRec

ColdRec: An Open-Source Benchmark Toolbox for Cold-Start Recommendation.

Language: Python - Size: 2.11 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 23 - Forks: 4

ShiZhengyan/SelfContrastiveLearningRecSys

[ECIR 2024] Official repository for the paper titled "Self Contrastive Learning for Session-based Recommendation"

Language: Python - Size: 42.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 5

fajieyuan/universal_user_representation

papers of universal user representation learning for recommendation

Size: 56.6 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 1

rktamplayo/HCSC

[ACL2018] Cold-Start Aware User and Product Attention for Sentiment Classification

Language: Python - Size: 906 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 20 - Forks: 8

Jennytang1224/Need_a_Date

A recommender engine built for a Bay Area online dating website to maximize the successful matches by introducing hybrid recommender system and reverse match technique.

Language: Python - Size: 1.79 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 7

yueyu1030/Patron

[ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach

Language: Python - Size: 458 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 19 - Forks: 2

Leavingseason/RecsysChallenge2017

Our solution for Recsys Challenge 2017.

Language: C# - Size: 1.83 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 19 - Forks: 9

fajieyuan/recommendation_transfer_learning_pretraining

Pre-training and Transfer learning papers for recommendation

Size: 154 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 0

liziniu/GEM

Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)

Language: Python - Size: 279 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 17 - Forks: 0

fajieyuan/recommendation_dataset_pretraining

DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation

Size: 11.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 0

juyongjiang/BiCAT

This is the official source code of "BiCAT: Self-Knowledge Distillation with Bidirectional Chronological Augmentation of Transformer for Sequential Recommendation" based on TensorFlow.

Language: Python - Size: 34.7 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 3

liziniu/cold_start_rl

Code for Blog Post: Can Better Cold-Start Strategies Improve RL Training for LLMs?

Language: Python - Size: 20 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 13 - Forks: 0

zfnWong/GAR

This is the official code of GAR.

Language: Python - Size: 58.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 4

LARS-research/ColdNAS

Code for ColdNAS: Search to Modulate for User Cold-Start Recommendation. WebConf 2023

Language: Python - Size: 1.15 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 11 - Forks: 2

Bayi-Hu/GIFT-Graph-guided-Feature-Transfer-Network

Source code for GIFT (CIKM 22)

Language: Python - Size: 15.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 3

bigdata-ustc/Zero-1-to-3

Source codes and datasets for paper "Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives" (AAAI2024)

Language: Python - Size: 18.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 3

fajieyuan/pretrain_recommend_transfer

迁移学习，预训练，表征学习，跨域推荐，冷启动，用户画像

Size: 5.86 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 1

ssea-lab/MISR

Deep-learning-based service recommendation in a cold-start scenario of mashup development

Language: Python - Size: 61.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 7

recohut/coldstart-recsys

Proving Recommendations in case of Cold-start situations

Language: Python - Size: 94.8 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

talreiss/ColdFusion

From Zero to Hero: Cold-Start Anomaly Detection (ACL 2024)

Language: Python - Size: 342 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 1

MI-911/cold-start-framework

Data generation, model training and evaluation pipelines for the cold-start setting.

Language: Jupyter Notebook - Size: 13.6 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

rjozefowicz/aws-lambda-graalvm-runtime

AWS Lambda custom runtime with GraalVM native-image binary

Language: Java - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 1

rjozefowicz/rapid-dynamodb

Example lightweight DynamoDB integration that limits AWS Lambda cold starts for Java

Language: Java - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 1

Linxyhaha/TDRO

Temporally and Distributionally Robust Optimization for Cold-start Recommendation (AAAI'24)

Language: Python - Size: 332 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

buzzer4mornin/CTMP-ThesisProject

Master Thesis @ Charles University - "Probabilistic Models for Recommender Systems"

Language: Rich Text Format - Size: 988 MB - Last synced at: about 15 hours ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

paulofelipefeitosa/prebaking-middleware-2020

Prebaking technique paper artifacts for the ACM/IFIP Middleware 2020 conference.

Language: R - Size: 66.7 MB - Last synced at: 13 days ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

Diogo-Ferreira/Social-Profile

A service which creates a user preferences profile in order to solve the cold start issue for the recommending systems

Language: Python - Size: 837 KB - Last synced at: 3 days ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 1

snap-research/NodeDup

Node Duplication Improves Cold-start Link Prediction

Language: Python - Size: 74.2 KB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

khalidx/fireplace

Keep your Lambdas warm!

Language: TypeScript - Size: 56.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

nkacoroski/movie_recommendation_case_study Fork of mileserickson/recommendation-case-study

Case study project for recommending movies to users.

Language: Jupyter Notebook - Size: 50.8 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

SMEISEN/AutoPV

This repository contains a Python Implementation of AutoPV for automated photovoltaic forecasts with limited information using an ensemble of pre-trained models.

Language: Python - Size: 8.05 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

CK-ghub/RFM-Analysis-and-Project-Recommender-in-R

Project recommendation system for DonorsChoose.org in R based on RFM analysis and K-Means Clustering

Language: HTML - Size: 2.28 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

rjozefowicz/rapid-lambda

Java library for building native AWS Lambda runtimes

Language: Java - Size: 32.2 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

ewdlop/ServerlessApp

Like the idea?

Language: C# - Size: 48.8 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

SakshithReddyChintala/Recommender-System-For-Restaurants-

Python, K-fold, RMSE, Pearson

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

yilmazerhakan/ImposeSVD

Implementation of z-scoREC and ImposeSVD for top-N recommendations

Language: MATLAB - Size: 5.06 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

paulofelipefeitosa/serverless-handlers

Apps used in serverless experiments

Language: JavaScript - Size: 83 MB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

itsmurugappan/containerd-stargz-snapshotter

using stargz snapshotter on k3s

Size: 2.76 GB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

anzharip/azure-functions-cold-start-behavior

Notes I made on Azure Functions cold-start behavior

Size: 5.86 KB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

rjozefowicz/rapid-aws

AWS low-level API client

Language: Java - Size: 38.1 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

sayhitosandy/DRMF_Project 📦

Collaborating Filtering Project

Language: Python - Size: 65.5 MB - Last synced at: 11 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

francarranza/deep-content-based-music-recommendation

Language: Python - Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1