Isotropic就是非0特征值要均匀分布(uniform distribution)Full Rank就是不要有0特征值 (特征不在某个子...
In this section, we will cover what TigerGraph is and its massively parallel processing architecture. The unique architecture allows TigerGraph to run highly-performant, distributed, and scalable graph data science algorithms. We will then load a dataset of transactions to TigerGraph Cloud and familiari...
various existing tasks as well as enable new tasks. To test the potential of the dataset, we introduce three tasks in this work: (1) next-product recommendation, (2) next-product recommendation with domain shifts, and (3) next-product title generation. With the above tasks, we benchmark a...
To reduce repetition, some data are in abbreviated form. Some terms may not represent general interpretations and applies only to this repository. Full NameAbbreviation Adaptive GNN AGNN Attention Attn AutoRegression(RNN,GRU,LSTM) AR Controlled Differential Equations CDE Contrastive Learning CL Encoder ...
class MyDataset(Dataset): """ 步骤一:继承paddle.io.Dataset类 """ def __init__(self, mode,df): """ 步骤二:实现构造函数,定义数据集大小 """ super(MyDataset, self).__init__() # 输入为前20天的数据 time_step_day = 20 input_time_step = int(96 * time_step_day) output_time_step...
framework enables personalized and accurate job recommendations for individual users. We evaluate the effectiveness of our approach on a comprehensive dataset and demonstrate its ability to improve the relevance and quality of recommended quality. This research not only sheds light on the untapped ...
Thedatasetdownload application link will be available for contestants after theregistrationfor the competition.The dataset is composed training and test set.The participants need to construct their own validation set. 数据集下载应用链接需要在参赛者注册比赛之后获得。数据集包括训练集和测试集,参赛者需要构建...
The dataset is composed of training and test set. The participants need to construct their own validation set. The files are in CSV format, with UTF-8 encoding. The columns of the CSV files can be: item_id:the unique identifier of the item txt_vec:the item's text feature, which is ...
kdd10-Lu英文电子资料.pdf,The Topic-Perspective Model for Social Tagging Systems Caimei lu, Xiaohua Hu, Xin Chen, Jung-ran Park College of Information Science and Technology Drexel University, Philadelphia, PA, USA caimei.lu@ {xiaohua.hu, xin.chen, jung-r
our model incorporates two coherence metrics applied to assess topic quality, providing measure of the interpretability of these explanations. The results of our experiments on the MIND dataset indicate that the proposed explainable NRS outperforms several other baseline systems, while it is also capable...