Simulation and inference of gene regulatory networks based on transcriptional bursting
-
Updated
May 16, 2024 - Python
Simulation and inference of gene regulatory networks based on transcriptional bursting
Protein Graph Library
Depicting pseudotime-lagged causality for accurate gene-regulatory inference
A Nextflow pipeline demonstrating how to train graph neural networks for gene regulatory network reconstruction using DREAM5 data.
Deciphering driver regulators of cell fate decisions from single-cell RNA-seq data
Gene regulatory network reconstruction using random forest regression from only gene expression data from Single Cell RNA Seq Data. This project consisted of feature importance extraction and exploring different methods to investigate different and unique ways to extract feature importance to construct a gene regulatory network.
Single-cell Transcriptome and Regulome Analysis Pipeline
Python package for estimating GRNs with Bayesian networks.
R package: Simulate Expression data from igraph network using mvtnorm (CRAN; JOSS)
A R/MATLAB package to construct and compare gene regulatory networks from single-cell transcriptomic data
Source code for the paper "Fast and Accurate Inference of Gene Regulatory Networks through Robust Precision Matrix Estimation", by Passemiers et al.
TIMEOR: Trajectory Inference and Mechanism Exploration with Omics Data in R
Python Code to extract gene regulatory Information and create Boolean functions from PDFs using OCR and NLP, realized as a Django Website.
Automated analysis tool for mutations in promoters, transcription factor binding sites, coding regions and protein domains in the context of gene regulatory networks.
An explainable inductive learning model on gene regulatory and toxicogenomic knowledge graph (under development...)
Supplemental material associated with ALife 2020 conference submission.
Add a description, image, and links to the gene-regulatory-networks topic page so that developers can more easily learn about it.
To associate your repository with the gene-regulatory-networks topic, visit your repo's landing page and select "manage topics."