PyTorch Connectomics: segmentation toolbox for EM connectomics
- computer-vision
- neuroscience
- connectomics
- pytorch
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PyTorch Connectomics: segmentation toolbox for EM connectomics
Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk
Probabilistic cell segmentation for in situ spatial transcriptomics
:triangular_ruler: Orthogonal polynomials in all shapes and sizes.
A Python interface to access neuroanatomical atlases
MOGONET (Multi-Omics Graph cOnvolutional NETworks) is a novel multi-omics data integrative analysis framework for classification tasks in biomedical applications.
Repository for Nicheformer: a foundation model for single-cell and spatial omics
Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.
Python package for image-based profiling
The RAW JavaScript library to work with polynomials
CASSIA: A Multi-Agent LLM-Based Single-Cell Cell Type Annotation Framework
Official repo for CellPLM: Pre-training of Cell Language Model Beyond Single Cells.
BulkFormer: A large-scale foundation model for human bulk transcriptomes
NeuroAnatomy Toolbox: An R package for the (3D) visualisation and analysis of biological image data, especially tracings of single neurons.
PyTorch implementation of the MIDAS algorithm for single-cell multimodal data integration (Nature Biotechnology 2024).
Python package for analysis of multiomic single cell RNA-seq and ATAC-seq.
Peax is a tool for interactive visual pattern search and exploration in epigenomic data based on unsupervised representation learning with autoencoders
Machine learning for Analysis of Proteomics in Spatial biology - Nature Communications
Adaptive Graph Attention Auto-encoder for Spatial Domain Identification of Spatial Transcriptomics
Methods for Image-Based Cell Profiling
Deep learning model for single-cell inference of multi-omic profiles from a single input modality.
MCP server for spatial transcriptomics analysis through natural language interfaces.
NASA/JPL SPICE Toolkit for C – patched for cross-platform compatibility
Multigrate: multiomic data integration for single-cell genomics