multi-temporal recommendation embeddings mechanisms
Recurrent Marked Temporal Point Processes: Embedding Event History to Vector
目录概MotivationMarked Temporal Point Process代码 Du N., Dai H., Trivedi R., Upadhyay U., Gomez-Rodriguze M. and Song L. Recurrent marked temporal point pr ......
Rotary Position Embedding分析
1 旋转角度计算 计算公式如下，其中d为词嵌入维度， \[\theta_j=10000^{-2(j-1)/d},j\in [1,2,\ldots,d/2] \]# 计算词向量元素两两分组之后，每组元素对应的旋转角度 # 维度：[dim / 2] freqs = 1.0 / (theta ** (to ......
c: c: Eclipse IDE for Embedded C and C++ Developers - 2023-09 in Ubuntu 24.0
创建文件夹mkdir Eclipse移动文件至/usr/Eclipse 文件夹路径mv eclipse-inst-jre-linux64.tar.gz /usr/Eclipse 解压文件tar -zxvf eclipse-inst-jre-linux64.tar.gz ......
c: Eclipse IDE for Embedded C and C++ Developers - 2023-09
https://www.eclipse.org/downloads/ ......
[Jenkins] openEuler Embedded CI 报错及解决方案汇总
[Jenkins] CI报错及解决方案汇总 1 org.codehaus.groovy.control.MultipleCompilationErrorsException: startup failed: WorkflowScript: 24: unexpected char: '' @ line ......
nn.Embedding torch.nn.Embedding
nn.Embedding torch.nn.Embedding 随机初始化词向量矩阵：这种方式很容易理解，就是使用self.embedding = torch.nn.Embedding(vocab_size, embed_dim)命令直接随机生成个初始化的词向量矩阵，此时的向量值符合正态分布N(0, ......
[论文速览] SimCSE@ Simple Contrastive Learning of Sentence Embeddings
Pre title: SimCSE: Simple Contrastive Learning of Sentence Embeddings accepted: EMNLP 2021 paper: https://arxiv.org/abs/2104.08821 code: https://githu ......
Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time
目录概符号说明Pixie Eksombatchai C., Jindal P., Liu J. Z., Liu Y., Sharma R., Sugnet C., Ulrich M. and Leskovec J. Pixie: A system for recommending 3+ billio ......
! CocoaPods 1.10.0 out of date (1.11.0 is recommended).
[!] Xcode - develop for iOS and macOS (Xcode 14.2) ! CocoaPods 1.10.0 out of date (1.11.0 is recommended). CocoaPods is used to retrieve the iOS and m ......
pytorch(9.7) keras-Embedding 嵌入层
https://www.tensorflow.org/text/guide/word_embeddings 将文本表示为数字 机器学习模型将向量（数字数组）作为输入。处理文本时，您必须做的第一件事是想出一种策略，将字符串转换为数字（或“矢量化”文本），然后再将其输入模型。 1独热编码 作为第一个想法 ......
Dual Graph enhanced Embedding Neural Network for CTR Prediction
目录概DG-ENN Guo W., Su R., Tan R., Guo H., Zhang Y., Liu Z., Tang R. and He X. Dual graph enhanced embedding neural network for ctr prediction. KDD, 202 ......
JavaScript Library – YouTube Embedded、YouTube Player API、YouTube Data API
YouTube Embed Video 参考: Embed videos & playlists 它和 Google Maps Embed 类似，是通过 iframe 完成的。 <iframe width="800" style="aspect-ratio: 16 / 9" src="https:/ ......
A Lightweight Method for Modeling Confidence in Recommendations with Learned Beta Distributions论文阅读笔记
A Lightweight Method for Modeling Confidence in Recommendations with Learned Beta Distributions论文阅读笔记 摘要 大多数推荐系统并不提供对其决策信心的指示。因此，他们不区分确定的建议和不确定的建议。现 ......
Personalized Transformer for Explainable Recommendation论文阅读笔记
Personalized Transformer for Explainable Recommendation论文阅读笔记 摘要 自然语言生成的个性化在大量任务中都起着至关重要的作用。比如可解释的推荐，评审总结和对话系统等。在这些任务中，用户和项目ID是个性化的重要标识符。虽然Transfome ......
论文阅读：A Lightweight Knowledge Graph Embedding Framework for Efficient Inference and Storage
ABSTRACT 现存的KGE方法无法适用于大规模的图（由于存储和推理效率的限制） 作者提出了一种LightKG框架： 自动的推断出码本codebooks和码字codewords，为每个实体生成合适的embedding。 同时，框架中包含残差模块来实现码本的多样性，并且包含连续函数来近似的实现码字的 ......
Unbiased Knowledge Distillation for Recommendation
目录概UnKD代码 Chen G., Chen J., Feng F., Zhou S. and He X. Unbiased knowledge distillation for recommendation. WSDM, 2023. 概 考虑流行度偏差的知识蒸馏, 应用于推荐系统. UnKD M ......
[论文阅读] Anomaly detection via reverse distillation from one-class embedding
Anomaly detection via reverse distillation from one-class embedding Introduction 在知识蒸馏（KD）中，知识是在教师-学生（T-S）对中传递的。在无监督异常检测的背景下，由于学生在训练过程中只接触到正常样本，所以当查询是 ......
基于Jenkins的openEuler Embedded CI部署
基于Jenkins的openEuler Embedded CI部署流程 下面主要以CentOS 7系统为例，写出全流程、可能遇到的问题及解决方案。 安装Jenkins 参考链接：https://www.jenkins.io/doc/book/installing/linux/ Debian/Ubun ......
embedding是什么
部分内容参考：https://zhuanlan.zhihu.com/p/164502624 近年来，NLP自然语言处理、推荐系统，以及计算机视觉已成为目前工业界算法岗的主流方向，无论在哪个领域，对“Embedding”这个词概念的理解都是每个庞大知识体系的基石。 “Embedding”直译是嵌入式、 ......
DE-RRD: A Knowledge Distillation Framework for Recommender System
目录概DE-RRDDistillation Experts (DE)Relaxed Ranking Distillation (RRD)代码 Kang S., Hwang J., Kweon W. and Yu H. DE-RRD: A knowledge distillation framewor ......
Topology Distillation for Recommender System
目录概Topology DistillationFull Topology Distillation (FTD)Hierarchical Topology Distillation (HTD)代码 Kang S., Hwang J., Kweon W. and Yu H. Topology dist ......
currently, chromedriver 114.0.5735.90 is recommended for chrome 114.*, so it is advised to delete the driver in PATH and retry
报错原因是驱动和浏览器不匹配 解决办法 1.下载低版本的谷歌浏览器 本次使用的是114 下载地址： https://downzen.com/en/windows/google-chrome/download/11405735199/ 2.下载谷歌浏览器的插件 https://registry.npm ......
Collaborative Distillation for Top-N Recommendation
目录概符号说明Collaborative distillation (CD) Lee J., Choi M., Lee J. and Shim H. Collaborative distillation for top-N recommendation. ICDM, 2019. 概 Ranking- ......
springBoot 启动报错： If you want an embedded database (H2, HSQL or Derby), please put it on the classpath.
原因 其实这个异常在SpringBoot中是一个比较常见的异常，一般是因为SpringBoot自动配置时，检测到我们添加了MySQL、Oracle、Mybatis等和数据库相关的依赖包，结果我们的配置文件中却没有添加数据库相关的配置，比如： spring: datasource: driver-cl ......
Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System
目录概符号说明Ranking Distillation代码 Tang J. and Wang K. Ranking Distillation: Learning compact ranking models with high performance for recommender system. ......
SpringBoot 启动时报错Unable to start embedded Tomcat
导读 最近公司有个gradle构建的工程，需要改造成maven方式构建（点我直达）。转为maven后，启动时一直报tomcat错误，最终排查是因为servlet-api这个包导致的依赖冲突，将这个依赖排除即可启动 解决 排除依赖，检查项目是否包含：javax.servlet-api <exclusi ......
Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommendation
目录概符号说明TimelyRecMulti-aspect Time Encoder (MATE)Time-aware History Encoder (TAHE)Prediction代码 Cho J., Hyun D., Kang S. and Yu H. Learning heterogeneou ......
Attention Mixtures for Time-Aware Sequential Recommendation
目录概符号说明MOJITO代码 Tran V., Salha-Galvan G., Sguerra B. and Hennequin R. Attention mixtures for time-aware sequential recommendation. SIGIR, 2023. 概 本文希望 ......
hugepages_settings.sh-Shell Script to Calculate Values Recommended Linux HugePages-HugeTLB Configuration_DocID401749.1
Oracle Linux-Shell Script to Calculate Values Recommended Linux HugePages-HugeTLB Configuration_DocID401749.1 ######################################## ......
PSR是什么？PHP Standards Recommendations
PHP Standards Recommendations 官网：https://www.php-fig.org/psr/ PSR 是 PHP Standard Recommendations 的简写，由 PHP FIG 组织制定的 PHP 规范，是 PHP 开发的实践标准。 PHP FIG,FIG ......