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TrajectoryInferenceEngine

Single-cell trajectory inference engine for pseudotime ordering, RNA velocity analysis, and cell fate decision mapping.

Features

  • Pseudotime ordering along differentiation trajectories
  • RNA velocity estimation from spliced/unspliced ratio
  • Multi-lineage branching point detection and entropy scoring
  • Cell fate probability computation across lineages
  • Gene expression dynamics along pseudotime visualization

Results

2000 cells × 500 genes; 3 lineages; Branch entropy=1.099; Spliced/unspliced=1.033

Usage

pip install numpy scipy matplotlib
python trajectory_inference_engine.py

Tags

trajectory-inference, pseudotime, rna-velocity, cell-fate, differentiation

About

Max-Biomni: TrajectoryInferenceEngine — AI×Bio computational engine

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