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NVIDIA Merlin
NVIDIA Merlin is a series of open source tools for accelerating ETL, training and deployment of recommender systems entirely on GPU.
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Radek Osmulski
in
NVIDIA Merlin
Mar 8, 2023
Learn how Meta, Alibaba, ASOS, and Kuaishou Technology are delivering recommendations at scale (at GTC Spring 2023)
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45
Benedikt Schifferer
in
NVIDIA Merlin
Dec 7, 2022
Data Cleaning and Preprocessing for Recommender Systems based on NVIDIA’s Use Case
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57
Benedikt Schifferer
in
NVIDIA Merlin
Nov 2, 2022
How to build a recommender system: A real Use Case to personalize E-Mail campaigns
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85
1 response
Benedikt Schifferer
in
NVIDIA Merlin
Sep 29, 2021
Optimizing Meituan’s Machine Learning Platform: An Interview with Jun Huang
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12
Bo Liu
in
NVIDIA Merlin
Aug 5, 2021
Training Larger and Faster Recommender Systems with PyTorch Sparse Embeddings
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131
3 responses
Benedikt Schifferer
in
NVIDIA Merlin
Jul 22, 2021
Winning the RecSys2021 Challenge by a Diverse Set of XGBoost and Neural Network Models
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96
Vinh Nguyen
in
NVIDIA Merlin
May 18, 2021
Training large Deep Learning Recommender Models with Merlin HugeCTR’s Python APIs — HugeCTR Series Part 2
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71
Minseok Lee
in
NVIDIA Merlin
May 11, 2021
Scaling and Accelerating large Deep Learning Recommender Systems — HugeCTR Series Part 1
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81
Ronay Ak
in
NVIDIA Merlin
May 5, 2021
Scalable Deployment Pipeline of Deep Learning-based Recommender Systems with NVIDIA Merlin
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128
Benedikt Schifferer
in
NVIDIA Merlin
Apr 6, 2021
Learn how Spotify, Walmart, Tencent and Postmates are scaling and accelerating their recommender systems on GPU
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7