Graph Embedding with Side Information（GES） 该方案增加 item 的额外信息（例如category, brand, price等）丰富 item 表征力度。根据 EGES的算法框架可知： （1）item 和 side information（例如category, brand, price等） 的 Embedding 是通过 word2vec 算法一起训练得到的。

VIKING Norsafe E-GES free-fall lifeboat with 100% electric propulsion has been manufactured in close co-operation with DNV-GL and NMA (Norwegian Maritime Authority).

VIKING has integrated cutting-edge battery technology with industry-leading safety concepts to deliver all-electric propulsion for SOLAS-compliant lifeboats. The E-GES free-fall lifeboats, powered by advanced battery technology, deliver exceptional performance and significantly reduce maintenance costs.

Graph Embedding with Side Information（GES） Enhanced Graph Embedding with Side Information（EGES） 主要对比的是GES、EGES和BGE、其他Embedding方法，不管是离线数据评估还是最终的线上AB实验，EGES的效果表现都更加出色。 2.算法原理

这是一个基于PyTorch实现的EGES（Enhanced Graph Embedding with Side Information）模型。 该模型通过结合图结构和节点的侧信息来学习更好的节点表示。 cd EGES. --data_path ./data/ \ --output_dir ./output/single_gpu/ \ --epochs 2 \ --batch_size 128 \ --embedding_dim 128 \ --visualize. --data_path ./data/ \ --output_dir ./output/multi_gpu/ \ --epochs 10 \ --batch_size 128 \ --gpus -1 \

We are a global exhibition and trade show management company with solutions for all shapes and sizes. Our experienced, friendly, and approachable team of experts provides best-in-class show services that make us the go-to partner for trade show excellence around the world.

GES is a transport and logistics company that provides international transportation services, customs clearance of goods, as well as integrated solutions for labeling and marking of products.

Full electric free fall lifeboats from Viking Norsafe. ZEM has delivered battery- and driveline systems for three E-GES 52 Freefall lifeboats. Two E-GES 45 lifeboats to be delivered by summer 2023. The lifeboats have gone through extensive testing and the E-GES 52's are now in use on Equinors Njord platform.

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