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Continuity Explorer

SCPortal provides access to trajectory analysis tools for exploring embedding methods and continuity metrics.

Multiple Trajectories

Compare linear, branching, cyclic, and discrete cluster structures.

Embedding Methods

Visualize with PCA, UMAP, and t-SNE dimensionality reduction.

Continuity Analysis

Explore how continuity parameters affect structural preservation.

Trajectory Types

Linear

Single directional progression from one state to another

Branching

Multiple divergent paths from a common origin

Cyclic

Circular progression returning to initial state

Discrete

Distinct clusters without continuous connections

About This Tool

This interactive tool allows researchers to explore pre-computed single-cell simulation data across varying continuity parameters and trajectory types.

All data is pre-computed and stored in chunked JSON files for fast loading and efficient exploration without requiring server-side computation.

Related Destinations

After continuity exploration, use the canonical public destinations for datasets, benchmark context, and broader project entrypoints.