DataWorks Notebook 支持 Spark SQL 与 Spark Python 双模式 Cell，用户可灵活切换进行数据探查与复杂计算。系统内置智能代码提示（IntelliSense）与自动补全功能，降低开发门槛。同时提供实时数据可视化图表（如柱状图、折线图），助力快速洞察数据特征。
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The standard train/test split contains strong semantic clustering and substantial similarity between training and test images within the same MS COCO categories. This can inflate apparent reconstruction performance (see Shirakawa et al., 2025). For reconstruction studies it is advisable to create alternative splits where test stimuli contain categories not present during training, or where semantic and visual overlap between training and test images is minimized.