scGPT

Evaluate single-cell representations →

Project documentation; editorial evaluation plan · These are alternative research approaches. Batch effects and held-out donor evaluation must be considered; a direct pipeline between them is not verified.

Compute

Select the release and dataset size before sizing CPU, GPU, RAM and storage; no hardware configuration verified here.

Licence & commercial use

Confirm the selected code, model and data terms separately.

Evidence limitations

Tools are not locally benchmarked; this path describes an evaluation plan and does not assert clinical validity or superiority.