All software
DeBCR
DeBCR is a sparsity-efficient deep learning framework for denoising, deblurring, and deconvolving fluorescence microscopy images. Using the m-rBCR model, it restores structural details and improves resolution. It is available as a Python package and napari plugin for efficient image restoration.
- deblurring
- deconvolution
- Deep Learning
- + 3
- Python
- Jupyter Notebook
flexynesis
A deep-learning based multi-omics sequencing data integration suite
- Python
- Scheme
- Dockerfile
Lightning UQ Box
The lightning-uq-box is a PyTorch library that provides various Uncertainty Quantification (UQ) techniques for modern neural network architectures.
- Deep Learning
- python
- uncertainty quantification
- Python
PyPlaque
PyPlaque is an open-source Python package for automated analysis of virus plaque assays. It quantifies plaque morphology, size, and intensity from plate images, integrates with Python data tools, and enables reproducible, customizable workflows for high-throughput infection biology studies.
- Health
- Image processing
- Omics
- + 1
- Jupyter Notebook
- Python
scPower
scPower is a statistical framework for design and power analysis of multi-sample single cell transcriptomics experiments. It enables users to identify the optimal experimental parameters for cell type specific inter-individual DE and eQTL analysis using single cell RNA-seq data given a fixed budget.
- Experimental design
- Health
- scRNA-seq
- + 1
- R
- HTML
- CSS
SIMPA - The toolkit for Simulation and Image Processing for Photonics and Acoustics
SIMPA facilitates realistic simulations for optical and acoustic imaging modalities by providing a communication layer between various forward and inverse models. Non-experts can easily create sensible simulations from default parameters and domain experts can set up a highly customisable pipeline.
- acoustic imaging
- open-source
- optical imaging
- + 2
- Python
- MATLAB
- Shell
- + 1
VoltRon
VoltRon is a spatial omic analysis toolbox for multi-omics integration using spatial image registration. VoltRon is also capable of analyzing multiple types of spatially-aware data modalities.
- Genomics
- spatial omics
- R
- C++
- Dockerfile
- + 2