embedding_datasets.pkl for Path Signatures Author Anomaly Detection
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Precomputed embedding datasets (dataset0-3) for Path Signatures for Author Anomaly Detection in NLP. Contains RoBERTa stream embeddings, UMAP/Random Projection projections, and path signatures for Project Gutenberg corpus. Used to skip compute_embeddings and project_embeddings when running nlp_demo.ipynb. See https://github.com/KarenShark/Path-Signature_Anomaly-Detection
本数据集为面向自然语言处理(Natural Language Processing,NLP)中作者异常检测任务的路径签名(Path Signatures)预计算嵌入数据集(dataset0-3)。数据集包含古腾堡计划语料库(Project Gutenberg Corpus)对应的RoBERTa流式嵌入、均匀流形近似与投影(Uniform Manifold Approximation and Projection,UMAP)/随机投影结果,以及路径签名特征。在运行nlp_demo.ipynb时,使用该数据集可跳过compute_embeddings与project_embeddings的计算流程。详细信息请参阅:https://github.com/KarenShark/Path-Signature_Anomaly-Detection
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Zenodo创建时间:
2026-02-20



