LazyNet: CRISPR Single-Cell Screen Data for ODE Modeling

LazyNet data and code supports the journal article titled 'LazyNet: Interpretable ODE Modeling of Sparse CRISPR Single-Cell Screens Reveals New Biological Insights'. The dataset is 6.9 GB in size and was uploaded by Ziyue Yi to figshare. It was last updated on April 27, 2026.

Use Cases

• Training interpretable ODE models based on sparse CRISPR single-cell screen data
• Analyzing gene perturbation effects based on single-cell CRISPR screening data
• Developing computational methods for sparse biological time-series data
• Reproducing analyses from the associated LazyNet journal article

Strengths

• Dataset size is 6.9 GB, indicating substantial data volume
• License is CC-BY-4.0, allowing for open sharing and reuse
• Includes both code and data, facilitating reproducibility

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• Description metadata is limited; actual data quality requires manual inspection after download

Provenance

Source

Ziyue Yi

Freshness

Last updated 2026-04-27 07:12:13