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

awesome-deep-learning-papers-for-search-recommendation-advertising icon awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

awesome-recsys-papers icon awesome-recsys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

dsf2020 icon dsf2020

Data Science Festival Workshop 7 November 2020 – Building a fashion recommender using Tensorflow/Keras with ASOS.

fastcampus-recsys icon fastcampus-recsys

2020 패슀트캠퍼슀 μΆ”μ²œμ‹œμŠ€ν…œ A to Z

kosimcse-sagemaker icon kosimcse-sagemaker

This is a hands-on for ML beginners to perform SimCSE step-by-step. Implemented both supervised SimCSE and unsupervisied SimCSE, and distributed training is possible with Amazon SageMaker.

librerank icon librerank

LibRerank is a toolkit for re-ranking algorithms. There are a number of re-ranking algorithms, such as PRM, DLCM, GSF, miDNN, SetRank, EGRerank, Seq2Slate.

online-backend-python icon online-backend-python

Python μ›Ήκ°œλ°œ 초격차 κ°•μ˜μ— λŒ€ν•œ μ†ŒμŠ€μ½”λ“œ λͺ¨μŒμ§‘μž…λ‹ˆλ‹€.

oreilly-bert-nlp icon oreilly-bert-nlp

This repository contains code for the O'Reilly Live Online Training for BERT

recsys-dataset icon recsys-dataset

πŸ› A real-world e-commerce dataset for session-based recommender systems research.

recsys22-ub icon recsys22-ub

Trabajo Final Data Science UB - Joan, Lucio y Oriol

sigir-2022-dpalbrecht icon sigir-2022-dpalbrecht

This repository contains the 2nd place solution for SIGIR's 2022 Fashion Outfits Challenge hosted by Farfetch.

simple_mf icon simple_mf

Simple but Flexible Recommendation Engine in PyTorch

t-academy-recommendation icon t-academy-recommendation

Tμ•„μΉ΄λ°λ―Έμ—μ„œ μ§„ν–‰ν•œ 82회차 μΆ”μ²œμ‹œμŠ€ν…œ κ°•μ˜ μžλ£Œμž…λ‹ˆλ‹€.

tron icon tron

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

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