3d_OT

Contents:

  • Installation
  • Installation via Github
  • Jupyter Tutorial
  • Single Omics Spatial Domain Identification
  • Multi Omics spatial domain identification
  • Single Omics alignment
    • Alignment tutorial for 8months mouse brains
    • Alignment tutorial for 151673 and 151674 from DLPFC
    • Alignment tutorial for two E15.5 Stereo-seq mouse embryo slices
  • Mouse brain p(22) alignment
  • 3D reconstruction
  • Cross_platform
3d_OT
  • Single Omics alignment
  • View page source

Single Omics alignment

  • Alignment tutorial for 8months mouse brains
    • Loading package
    • Loading and Pre-processing two slices
    • Constructing neighbor graph and training the Pointnet++Encoder
    • Constructing neighbor graph and training the Pointnet++Encoder
    • Target alignment slice
    • Source alignment slice
    • Training the optimal transport module
    • Visualize and quantify the evaluation of seven region alignment results
    • The alignment result of Alveus
  • Alignment tutorial for 151673 and 151674 from DLPFC
    • Loading package
    • Loading and Pre-processing two slices from 151673 and 151674
    • Constructing neighbor graph and training the Pointnet++Encoder
    • Constructing neighbor graph and training the Pointnet++Encoder
    • Source align slice truth
    • Target align slice truth
    • Training the optimal transport module
    • Visualize and quantify the evaluation of seven region alignment results
    • Layer_1 alignment result
    • Layer_2 alignment result
    • Layer_3 alignment result
    • Layer_4 alignment result
  • Alignment tutorial for two E15.5 Stereo-seq mouse embryo slices
    • Loading package
    • Loading and Pre-processing two E15.5 Stereo-seq slices
    • Constructing neighbor graph and training the Pointnet++Encoder
    • Constructing neighbor graph and training the Pointnet++Encoder
    • Training the optimal transport module
    • Source alignment slice
    • Target alignment slice
    • Visualize and quantify the evaluation of seven region alignment results
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