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  1. PHATE PHATE Public

    PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.

    Python 497 76

  2. MAGIC MAGIC Public

    MAGIC (Markov Affinity-based Graph Imputation of Cells), is a method for imputing missing values restoring structure of large biological datasets.

    Jupyter Notebook 358 96

  3. SAUCIE SAUCIE Public

    Python 98 29

  4. MELD MELD Public

    Quantifying experimental perturbations at single cell resolution

    Python 106 9

  5. Multiscale_PHATE Multiscale_PHATE Public

    Creating multi-resolution embeddings and clusters from high dimensional data

    Jupyter Notebook 53 11

  6. TrajectoryNet TrajectoryNet Public

    TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics

    Jupyter Notebook 114 14

Repositories

Showing 10 of 84 repositories
  • omics_toolbox Public
    KrishnaswamyLab/omics_toolbox’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Apr 29, 2025
  • CUTS Public

    [MICCAI 2024] CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation

    KrishnaswamyLab/CUTS’s past year of commit activity
    Python 17 2 0 0 Updated Apr 27, 2025
  • KrishnaswamyLab/MIOFlow_conditional’s past year of commit activity
    Jupyter Notebook 0 5 0 0 Updated Apr 24, 2025
  • PHATE Public

    PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.

    KrishnaswamyLab/PHATE’s past year of commit activity
    Python 497 76 30 1 Updated Apr 16, 2025
  • DiffKillR Public

    [ICASSP 2025 Oral] DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images

    KrishnaswamyLab/DiffKillR’s past year of commit activity
    Python 5 0 1 0 Updated Apr 7, 2025
  • ImageFlowNet Public

    [ICASSP 2025 Oral] ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images

    KrishnaswamyLab/ImageFlowNet’s past year of commit activity
    Python 12 0 0 0 Updated Apr 7, 2025
  • Neuro-SPECTRUM Public

    Geometrical and topological representation of latent trajectories of neural data

    KrishnaswamyLab/Neuro-SPECTRUM’s past year of commit activity
    0 0 0 0 Updated Mar 30, 2025
  • PointCloudNet Public
    KrishnaswamyLab/PointCloudNet’s past year of commit activity
    Jupyter Notebook 1 1 0 0 Updated Mar 28, 2025
  • neural-PRISM Public

    Multimodal latent trajectories of brain dynamics

    KrishnaswamyLab/neural-PRISM’s past year of commit activity
    Python 0 1 0 0 Updated Mar 26, 2025
  • hypergraph-wavelets Public

    Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics

    KrishnaswamyLab/hypergraph-wavelets’s past year of commit activity
    Python 2 1 0 1 Updated Mar 25, 2025