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GitHub topics: omics-data-integration

RDA-MOMSI/Dashboard

MOMSI Standard Landscape Review Curation Workflow & Multi-Omics Dashboard

Language: JavaScript - Size: 5.75 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

moonblume/GATv2-MultiOmics

Leveraging advanced graph neural networks to enhance the classification of bladder cancer subtypes by integrating multi-omics data

Language: Jupyter Notebook - Size: 4.84 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Multiomics-Analytics-Group/acore

Functionality to preprocess and analyse multi-omics data

Language: Python - Size: 3.51 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

cafferychen777/MicrobiomeStat

Track, Analyze, Visualize: Unravel Your Microbiome's Temporal Pattern with MicrobiomeStat

Language: R - Size: 104 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 42 - Forks: 6

opencobra/cobratoolbox

The COnstraint-Based Reconstruction and Analysis Toolbox. Documentation:

Language: MATLAB - Size: 1.64 GB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 263 - Forks: 327

MetExplore/dexom-python

diversity-based enumeration of optimal context-specific metabolic networks using the cobrapy library

Language: Python - Size: 1.97 MB - Last synced at: 23 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

futianfan/GenoCraft

GenoCraft: A Comprehensive, User-Friendly Web Platform for High-Throughput Omics Data Analysis and Visualization (https://arxiv.org/pdf/2312.14249)

Language: SCSS - Size: 69.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 17 - Forks: 1

qwerty239qwe/pipeGEM

This is a package for visualizing and analyzing multiple metabolic models. It also allow users to integrate omic data, metabolic tasks, and medium data with genome-scale metabolic models (GEMs).

Language: Python - Size: 9.4 MB - Last synced at: 27 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

cafferychen777/MicrobiomeStat-Turtorial-Professional-Version

MicrobiomeStat Tutorial Repository: This is a comprehensive resource for learning how to use the MicrobiomeStat package. It provides a step-by-step guide to effectively analyze complex microbiome data.

Size: 178 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 5 - Forks: 2

ladyson1806/SerohijosLab-piQTL

GitHub Repository associated with the piQTL project (Mapping effects of genome-wide genetic variation to protein-protein interactions reveals molecular mechanisms of complex traits) [ Serohijos & Michnick Lab, Université de Montréal ]

Language: Jupyter Notebook - Size: 1.72 GB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 1

nara3m/nara3m

Nara Marella

Size: 80.1 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

MetExplore/dexom

Diversity-based enumeration of optimal context-specific metabolic networks

Language: MATLAB - Size: 2.32 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 1

krassowski/multi-omics-state-of-the-field

Analyses for "State of the field in multi-omics research: from computational needs to data mining and sharing"

Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 26 - Forks: 13

shashank-KU/OmniCorr

Calculate correlation between two omics data

Language: R - Size: 786 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

sriram-lab/emt-cobra

Modeling the metabolic changes during the epithelial-to-mesenchymal transition.

Language: HTML - Size: 78.1 MB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 1

pcastellanoescuder/POMA

:package: Omics Data Analysis Tools

Language: R - Size: 40.7 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 11 - Forks: 5

lozuponelab/AMON

Annotation of Metabolite Origin via Networks: A tool for predicting putative metabolite origins for microbes or between microbes and host with or without metabolomics data

Language: Python - Size: 105 KB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 21 - Forks: 11

selbouhaddani/PO2PLS

Probabilistic O2PLS

Language: R - Size: 3.03 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 3

ferdinand-popp/Deepan

Cluster patient based on their multiomics data utilizing graph autoencoders

Language: Python - Size: 287 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

ocbe-uio/BayesSurvive

Bayesian survival models for high-dimensional data

Language: R - Size: 903 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

babessell1/MADRID Fork of HelikarLab/COMO

Metabolic Drug Repurposing Pipeline

Language: Python - Size: 733 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

BioSystemsUM/MEWpy

Metabolic Engineering Workbench

Language: Python - Size: 28.6 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 34 - Forks: 11

crhisto/DecoFlex

DecoFlex deconvolution method for Omic data implemented as DecoFlexR

Language: R - Size: 8.81 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

SysBioChalmers/Yarrowia_lipolytica_W29-GEM

Genome-scale model of Yarrowia lipolytica.

Language: MATLAB - Size: 3.61 MB - Last synced at: 12 days ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 8

ngiangre/ROMOPOmics Fork of AndrewC160/ROMOPOmics

R package to parse datasets into SQLite-friendly tables

Language: R - Size: 2.75 MB - Last synced at: 6 days ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

saifeldeen-bio/MultiOmics

MOFA (Multi-Omics Factor Analysis) is a computational framework and statistical method designed for the integration and analysis of multi-omics data.

Language: R - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

sriram-lab/metabolicmodeling

Constraint-based metabolic modeling software from the Chandrasekaran Lab

Language: HTML - Size: 22.8 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 2

NhanNguyen000/RegOmics

This repository is the code source for the RegOmics tool - Regulatory extraction for Omics data.

Language: R - Size: 15.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

annkamsk/mvae

Multimodal Variational Autoencoder dedicated to omics data integration

Language: Jupyter Notebook - Size: 544 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

BigDataInSilicoBiologyGroup/IgemRNA

IgemRNA is an open access toolbox for transcriptome data statistical and biochemical network topology-based analysis. IgemRNA was developed in the MATLAB environment in order to take advantage of the up-to-date and most commonly distributed GSM modelling tool Cobra Toolbox 3.0 and spreadsheet file capabilities.

Language: MATLAB - Size: 16.2 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

MendenLab/miRNAInt_Ferroptosis

Multi-omics differential expression and integration using PPI networks

Language: R - Size: 2.79 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

ScottCampit/single-cell-neutrophil-flux-analysis Fork of sriram-lab/single-cell-neutrophil-flux-analysis

Analysis of neutrophil metabolic activity during metastasis using single-cell RNASeq and COnstraint-Based Reconstruction and Analysis.

Size: 14.1 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

ikmb/OmLiT

A Rust accelerated library for annotation and preparing multi-omics data for training deep learning models

Language: Rust - Size: 6.66 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

fanzhanglab/amp_phase1_ra

Code for Zhang, Wei, Slowikowski, Fonseka, Rao, et al, Nature Immunology, 2019. Single-cell transcriptomics and proteomics data analysis and integration for rheumatoid arthritis synovial tissue. These integrative strategies can be generalized to any other diseases.

Language: Jupyter Notebook - Size: 2.94 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

mbongaerts/Reafect

Language: Jupyter Notebook - Size: 1.73 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

systems-genomics-lab-auc/systems-genomics-lab.github.io

data analytics & machine learning meet genetics @ AUC

Language: JavaScript - Size: 7.21 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 7

gpalou4/TFM

"DNA methylation and gene expression integration in cardiovascular disease"

Language: R - Size: 495 MB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

krassowski/meningitis-integration

Discovering biomarkers for meningitis by multivariate integration of multi-omics and clinical data

Language: Jupyter Notebook - Size: 103 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

Related Keywords
omics-data-integration 38 omics 12 bioinformatics 9 constraint-based-modeling 8 transcriptomics 6 metabolomics 4 proteomics 4 python 4 metabolic-models 4 r 3 microbiome 3 metabolism 3 optimization 3 microbiome-analysis 3 metabolic-reconstruction 3 multiomics 3 metabolic-engineering 3 systems-biology 3 visualization 3 genomics 3 reconstruction 2 cobra-toolbox 2 lipidomics 2 tutorial 2 bulk-rna-seq 2 metabolic-network 2 single-cell 2 matlab 2 protein-protein-interaction-network 2 omics-data 2 single-cell-rna-seq 2 genome-scale-models 2 workflow 2 pipeline 2 machine-learning 2 analysis 2 16s-rrna 2 metagenomes 2 metagenomic-analysis 2 microbiome-data 2 microbiome-workflow 2 cobra 2 data-visualization 2 metabolome 1 graph-learning 1 global-test 1 nmf-decomposition 1 latent-variable-models 1 methylation 1 partial-least-squares 1 epigenetics 1 deconvolution 1 deep 1 graph 1 strain 1 simulation 1 modeling 1 microbial-communities 1 kinetic-modeling 1 bayesian-variable-selection 1 high-dimensional-statistics 1 survival-analysis 1 learning 1 patient 1 drug-repurposing 1 bayesian-cox-models 1 drug-discovery 1 publication-code 1 rprogramming 1 single-cell-analysis 1 data-preparation 1 data-preprocessing 1 hla 1 immunoinformatics 1 rust-bindings 1 autoimmune-disease 1 immunogenomics 1 cadd 1 gene-prioritization 1 kegg-pathway 1 cardiovascular-diseases 1 dna-methylation 1 gene-expression 1 meningitis 1 stoichiometric-reactions 1 yarrowia-lipolytica 1 clinical-data 1 omop-cdm 1 multi-omic-integration 1 r-programming 1 fluxomics 1 genome-scale-modeling 1 bioinformatics-tool 1 transcriptional-regulatory-network 1 multimodal-deep-learning 1 pytorch 1 spatial-omics 1 cobratoolbox 1 differential-expression-analysis 1 flux-balance-analysis 1