"""Create interactive Plotly plots for web display. Mapping of dataset name to low-dimensional UMAP embedding or dict with 'reference'/'cuml' keys. all_metrics : dict Mapping of dataset name to ...

UMAP is a fairly flexible non-linear dimension reduction algorithm. It seeks to learn the manifold structure of your data and find a low dimensional embedding that preserves the essential topological ...

本文介绍如何构建一套文本聚类流水线，将大语言模型嵌入与基于密度的聚类算法 HDBSCAN 相结合，在无标注文本数据中自动发现主题。 当前的生成式 AI热潮，表面上似乎主要集中在聊天界面与提示词工程，但大语言模型（LLM）的实际应用范围远不止于此。

This important work introduces an integrated open-source platform for behavioral acquisition and pose estimation that substantially improves the accessibility and speed of real-time animal tracking ...

This study presents a valuable RNA velocity method which predicts the transcription rate linearly based on the expression of RNA levels of transcription factors with addition of comprehensive analyses ...