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Package: immApex | ||
Title: Tools for Adaptive Immune Receptor Sequence-Based Keras Modeling | ||
Version: 0.99.1 | ||
Date: 2024-10-11 | ||
Version: 0.99.4 | ||
Date: 2024-10-17 | ||
Authors@R: c( | ||
person(given = "Nick", family = "Borcherding", role = c("aut", "cre"), email = "[email protected]")) | ||
Description: A set of tools to build tensorflow/keras-based models in R from amino acid and nucleotide sequences focusing on adaptive immune receptors. The package includes pre-processing of sequences, unifying gene nomenclature usage, encoding sequences, and combining models. This package will serve as the basis of future immune receptor sequence functions/packages/models compatible with the scRepertoire ecosystem. | ||
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ggplot2, | ||
knitr, | ||
markdown, | ||
reticulate, | ||
rmarkdown, | ||
scRepertoire, | ||
spelling, | ||
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- name: Nick Borcherding | ||
email: [email protected] | ||
affiliation: Washington University in St. Louis, School of Medicine, St. Louis, MO, USA | ||
date: "October 13, 2024" | ||
date: "October 17, 2024" | ||
output: | ||
BiocStyle::html_document: | ||
toc_float: true | ||
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knitr::opts_chunk$set(error=FALSE, message=FALSE, warning=FALSE) | ||
library(BiocStyle) | ||
set.seed(42) | ||
if(!keras::is_keras_available()) { | ||
reticulate::install_python(version = '3.10') | ||
suppressMessages(keras::install_keras(python_version = "3.10")) | ||
} | ||
``` | ||
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# Introduction | ||
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suppressMessages(library(keras)) | ||
suppressMessages(library(ggplot2)) | ||
suppressMessages(library(viridis)) | ||
suppressMessages(library(dplyr)) | ||
suppressMessages(library(magrittr)) | ||
``` | ||
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# Getting and Manipulating Sequences | ||
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