Create an interactive Shiny-based graphical user interface for exploring data stored in SummarizedExperiment objects, including row- and column-level metadata. The interface supports transmission of selections between plots and tables, code tracking, interactive tours, interactive or programmatic initialization, preservation of app state, and extensibility to new panel types via S4 classes. Special attention is given to single-cell data in a SingleCellExperiment object with visualization of dimensionality reduction results.

This is an R package which interfaces with the OME Bio-Formats Java library to allow reading of proprietary microscopy image data and metadata.

SeqAn is a C++ library of efficient algorithms and data structures for the analysis of sequences with the focus on biological data. It contains algorithms and data structures for string representation and their manipulation, online and indexed string search, efficient I/O of bioinformatics file formats, sequence alignment, and more.

Scriabin aims to provide a comprehensive view of cell-cell communication (CCC). It achieves this without requiring subsampling or aggregation.

hiddenDomains is a suite of programs used to identify significant enrichment of ChIP-seq reads that span large domains, like HK27me3. The input data can be in BAM format, or in a tab-delimited 'reads per bin' format described below. The output is a BED formatted file the lists the enriched domains and their posterior probabilities.

A fork of Prodigal meant to improve gene calling for giant viruses and viruses that use alternative genetic codes. It includes ten models added to the metagenome mode:

• Acanthamoeba polyphaga mimivirus

• Paramecium bursaria Chlorella virus

• Acanthocystis turfacea Chlorella virus

• VirSorter2's NCLDV gene model

• Topaz (genetic code 15)

• Agate (genetic code 15)

• Gut phages (genetic code 15)

• Gut phages (genetic code 11) x 5

Control-FREEC automatically computes, normalizes, segments copy number and beta allele frequency (BAF) profiles, then calls copy number alterations and LOH. The control (matched normal) sample is optional for whole genome sequencing data but mandatory for whole exome or targeted sequencing data. For whole genome sequencing data analysis, the program can also use mappability data (files created by GEM).

This package contains the following programs: bamcollate2, bammarkduplicates, bammaskflags, bamrecompress, bamsort, bamtofastq.

This package computes metrics and generates Interactive QC plots from the sequencing summary report generated by Oxford Nanopore technologies basecaller.

MetaMaps is tool specifically developed for the analysis of long-read (PacBio/Oxford Nanopore) metagenomic datasets.

Primer3-py is a Python-abstracted API for the popular Primer3 library. The intention is to provide a simple and reliable interface for automated oligo analysis and design.

Primer3-py also includes bindings for the Primer3 primer design engine if you’d prefer to use an established pipeline. The IO parameters mirror those of the original Primer3, but you don’t have to deal with messy and slow file IO for your automated workflows.

IGoR is a C++ software designed to infer V(D)J recombination related processes from sequencing data such as:

• Recombination model probability distribution

• Hypermutation model

• Best candidates recombination scenarios

• Generation probabilities of sequences (even hypermutated)

Its heavily object oriented and modular style was designed to ensure long term support and evolvability for new tasks in assessing TCR and BCR receptors features using modern parallel architectures.

This package provides tools for filtering on quality and/or read length, and optional trimming after passing filters. Reads from stdin, writes to stdout. Optionally reads directly from an uncompressed file specified on the command line. It is intended to be used directly after fastq extraction, prior to mapping, or in a stream between extraction and mapping.

SPAdes is an assembly toolkit containing various assembly pipelines.

The io_lib from the Staden package is a library of file reading and writing code to provide a general purpose trace file (and Experiment File) reading interface. It supports various DNA sequence read formats, in particular SCF, ABI, ALF, CTF, ZTR, SFF and SRF.

The IQ-TREE software was created as the successor of IQPNNI and TREE-PUZZLE (thus the name IQ-TREE). IQ-TREE was motivated by the rapid accumulation of phylogenomic data, leading to a need for efficient phylogenomic software that can handle a large amount of data and provide more complex models of sequence evolution. To this end, IQ-TREE can utilize multicore computers and distributed parallel computing to speed up the analysis. IQ-TREE automatically performs checkpointing to resume an interrupted analysis.

As input IQ-TREE accepts all common sequence alignment formats including PHYLIP, FASTA, Nexus, Clustal and MSF. As output IQ-TREE will write a self-readable report file (name suffix .iqtree), a NEWICK tree file (.treefile) which can be visualized by tree viewer programs such as FigTree, Dendroscope or iTOL.

Key features of IQ-TREE:

• Fast and effective stochastic algorithm to reconstruct phylogenetic trees by maximum likelihood;

• An ultrafast bootstrap approximation (UFBoot) to assess branch supports;

• An ultrafast and automatic model selection (ModelFinder);

• A flexible simulator (AliSim) which can simulate sequence alignments under more realistic models than Seq-Gen and INDELible;

• Several fast branch tests like SH-aLRT and aBayes test and tree topology tests like the approximately unbiased (AU) test.

This package provides IQ-TREE version 3.

Biosoup is a C++ collection of header-only data structures used for storage and logging in bioinformatics tools.

This package provides a tool to download or view data in the cloud environments of ICGC.

Framework for analyzing low-depth NGS data in heterogeneous/structured populations using PCA. Population structure is inferred by estimating individual allele frequencies in an iterative approach using a truncated SVD model. The covariance matrix is estimated using the estimated individual allele frequencies as prior information for the unobserved genotypes in low-depth NGS data.

The estimated individual allele frequencies can further be used to account for population structure in other probabilistic methods. pcangsd can be used for the following analyses:

• Covariance matrix

• Admixture estimation

• Inbreeding coefficients (both per-sample and per-site)

• HWE test

• Genome-wide selection scans

• Genotype calling

• Estimate NJ tree of samples

Build contrasts for models defined with formulaic.

CMAPLE is a C++ reimplementation of MAPLE - a novel likelihood-based phylogenetic inference method for pandemic-scale epidemiological genomic data.

This package contains a set of common Perl utilities for generating consistent Vcf headers. It primarily exists to prevent code duplication between some other projects.

Primer3 is a widely used program for designing PCR primers. PCR is an essential and ubiquitous tool in genetics and molecular biology. Primer3 can also design hybridization probes and sequencing primers.