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  1. PHATE Public

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

    Python 491 76

  2. 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 354 94

  3. SAUCIE Public

    Python 98 29

  4. MELD Public

    Quantifying experimental perturbations at single cell resolution

    Python 105 9

  5. Multiscale_PHATE Public

    Creating multi-resolution embeddings and clusters from high dimensional data

    Jupyter Notebook 52 11

  6. TrajectoryNet Public

    TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics

    Jupyter Notebook 112 14

Repositories

Showing 10 of 82 repositories
  • PointCloudNet Public
    Jupyter Notebook 1 1 0 0 Updated Mar 28, 2025
  • Jupyter Notebook 0 5 0 0 Updated Mar 27, 2025
  • neural-PRISM Public

    Multimodal latent trajectories of brain dynamics

    Python 0 1 0 0 Updated Mar 26, 2025
  • hypergraph-wavelets Public

    Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics

    Python 2 1 0 1 Updated Mar 25, 2025
  • DiffKillR Public

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

    Python 5 0 1 0 Updated Mar 11, 2025
  • ImageFlowNet Public

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

    Python 12 0 0 0 Updated Mar 11, 2025
  • Jupyter Notebook 0 1 0 0 Updated Mar 11, 2025
  • TPHATE Public
    Python 22 5 0 0 Updated Feb 21, 2025
  • AAnet Public

    Archetypal Analysis network (AAnet)

    Jupyter Notebook 31 10 2 1 Updated Jan 30, 2025
  • Beta-Cell-Driven-PDAC Public

    Codebase for "Beta cells are essential drivers of pancreatic ductal adenocarcinoma development"

    Jupyter Notebook 1 1 0 0 Updated Jan 10, 2025