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Projects in Awesome Lists by Novartis

A curated list of projects in awesome lists by Novartis .

https://github.com/Novartis/tidymodules

An Object-Oriented approach to Shiny modules

communication inheritance oop r shiny shiny-modules tidy-operators

Last synced: 03 Aug 2024

https://github.com/Novartis/YADA

Open-source Data Ops

Last synced: 02 Aug 2024

https://github.com/Novartis/peax

Peax is a tool for interactive visual pattern search and exploration in epigenomic data based on unsupervised representation learning with autoencoders

autoencoder data-visualization deep-learning epigenomics interactive-machine-learning pattern-search sequential-data

Last synced: 03 Aug 2024

https://github.com/Novartis/cellxgene-gateway

Cellxgene Gateway allows you to use the Cellxgene Server provided by the Chan Zuckerberg Institute (https://github.com/chanzuckerberg/cellxgene) with multiple datasets.

dataviz h5ad rna-seq scientific scrna-seq transcriptomics visualization

Last synced: 26 Sep 2024

https://github.com/Novartis/torchsurv

Deep survival analysis made easy

deep-learning pytorch survival-analysis

Last synced: 26 Sep 2024

https://github.com/Novartis/scar

scAR (single-cell Ambient Remover) is a deep learning model for removal of the ambient signals in droplet-based single cell omics

cite-seq crispr-screen denoising-algorithm generative-model machine-learning probabilistic-graphical-models pytorch single-cell-rna-seq variational-autoencoder

Last synced: 26 Sep 2024

https://github.com/Novartis/shinyValidator

Audit your Shiny apps at each commit. Multiple levels of testings are offered: startup and crash tests, performance tests (load test and global code profiling), reactivity audit as well as output tests. All results are gathered in an HTML report uploaded and available to everyone on any CI/CD plaform or RStudio Connect

audit headless profiling r shiny shinyloadtest shinytest2

Last synced: 02 Aug 2024

https://github.com/Novartis/ontobrowser

OntoBrowser is a web-based application for managing ontologies

Last synced: 26 Sep 2024

https://github.com/Novartis/yap

High throughput, pain-free big data pipelines.

Last synced: 26 Sep 2024

https://github.com/Novartis/pQSAR

Massively multitask stacked model for predicting activity of thousands of biological assays

Last synced: 26 Sep 2024

https://github.com/Novartis/pisces

PISCES is a pipeline for rapid transcript quantitation, genetic fingerprinting, and quality control assessment of RNAseq libraries using Salmon.

bioinformatics bioinformatics-pipeline rnaseq rnaseq-pipeline salmon transcriptomics

Last synced: 26 Sep 2024

https://github.com/Novartis/ChemBioMultimodalAutoencoders

a package for streamlined multidomain data integration and translation based on cross-modal autoencoders architectures

Last synced: 26 Sep 2024

https://github.com/Novartis/pqsar2cpd

pqsar2cpd is a deep learning algorithm for translation of activity profiles into novel molecules.

Last synced: 26 Sep 2024

https://github.com/Novartis/easyTrackHubs

This package provides a function to reformat lists of genome coverage files, such as bigWig of bam files, into the directory structure of a UCSC Track Hub ready to be visualized in the genome browser. For details about it's use, please have a look at the vignette of the package.

Last synced: 26 Sep 2024

https://github.com/Novartis/xgx

Exploratory Graphics for PKPD data

Last synced: 26 Sep 2024

https://github.com/Novartis/Causal-inference-in-RCTs

This repository contains code examples for several methods in a Causal Inference in RCTs short course.

Last synced: 26 Sep 2024

https://github.com/Novartis/DRUG-seq

DRUG (Digital RNA with pertUrbation of Genes)-seq data analysis pipeline

Last synced: 26 Sep 2024

https://github.com/Novartis/habitat

"Where files live" - Simple object management system using AWS S3 and Elasticsearch Service to manage objects and their metadata

Last synced: 13 Aug 2024