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kleinstein/immcantation

By kleinstein

•Updated almost 3 years ago

The Immcantation Framework

Image
Machine learning & AI
Data science
2

5.1K

kleinstein/immcantation repository overview

⁠Immcantation

Advances in high-throughput sequencing technologies now allow for large-scale characterization of B cell receptor (BCR) and T cell receptor (TCR) repertoires. The high germline and somatic diversity of the adaptive immune receptor repertoire (AIRR) presents challenges for biologically meaningful analysis - requiring the development of specialized computational methods.

The Immcantation framework provide a start-to-finish analytical ecosystem for high-throughput AIRR-seq datasets. Beginning from raw reads, Python and R packages are provided for pre-processing, population structure determination, and repertoire analysis.

⁠Repository

This repository contains common documentation, accessory scripts, template pipelines, and docker build files for tools in the Immcantation framework.

FolderContents
dockerDockerfiles for images hosted on Docker Hub⁠.
docsSphinx build files for docs hosted on ReadTheDocs⁠.
pipelinesPipeline template scripts for the docker images.
protocolsPrimer sequences and amplicon designs for published experimental protocols.
scriptsAccessory scripts for IMGT, IgBLAST and VDJTools.
⁠Docker Container

We have provided a complete installation of the Immcantation framework, its dependencies, accessory scripts, and IgBLAST in a Docker⁠ image. The image also includes both the IgBLAST and IMGT reference germline sets, as well as several template pipeline scripts. The image is available on docker hub at kleinstein/immcantation⁠

Images are versioned through tags with images containing official releases denoted by meta-version numbers (eg, 1.0.0). The devel tag denotes the latest development (unstabled) builds.

⁠Documentation

Complete usage documentation, API documentation, and several tutorials for the Immcantation framework tools can be found on the Immcantation Portal⁠.

Tag summary

Content type

Image

Digest

sha256:52a90b2af…

Size

1.4 GB

Last updated

almost 3 years ago

docker pull kleinstein/immcantation:4.4.0