Ian Johnson· X：Ian Johnson（Latent Space 联创） (@enjalot)·· 3 小时前AI 评分22
探索大量轨迹的全新可视化方式：treemap、语义聚类与 3D 布局
探索大量轨迹的全新可视化方式
AI 导读
针对大量轨迹的可视化，正在探索多种新方式：按分组（元数据或计算得出）排布的 treemap，按成功分类或分组着色，按长度决定大小，并可平滑缩放查看以"串珠"形式呈现的对话轮次。配套的极速 transcript 查看器可即时加载数千条消息，还能切换到 3D 视角纵览全局，并过渡到 UMAP 语义布局、按语义聚类着色。
正文
i want new ways to look at lots of trajectories, currently exploring:
- treemap laid out by groupings (metadata or computed)
- colored by classification of success (or grouping)
- sized by length
- zoom in smoothly to see turns as beads on a string
- extremely fast transcript viewer (instant for many thousands of msgs)
- switch to 3d to see the forrest for the trees
- transition to semantic (UMAP) layout
- color by semantic clustering
来源：Ian Johnson · x.com