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A directory of tools, AI models, datasets, and research resources for biotech, bioinformatics, and other scientific fields. Aggregated from curated GitHub awesome-lists, HuggingFace, bio.tools, Bioconductor, and more.
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30 of 6,584 resources
PanAbyss is a tool for exploring and visualizing pangenome graphs. It allows users to search for and display regions of a pangenome using coordinates on a reference individual or based on annotations. It also enables searching for regions associated with a selected set of individuals (for example, those linked to a phenotype), computing proximity trees, and retrieving sequences from a given region.
BIOSZEN is an open-source R package and modular Shiny application for reproducible analysis and visualization of experimental biological data from Excel or CSV files. It supports statistical testing, control-based normalization, replicate-aware quality control, and customizable scientific plots. Its microbial growth-curve module analyzes optical-density time series and automatically extracts quantitative growth parameters, including maximum specific growth rate (µMax), doubling time, lag time, maximum optical density (ODmax), time to maximum growth, area under the curve (AUC), and initial optical density (OD0). Results can be exported as processed datasets, statistical summaries, analysis metadata, scientific graphics, and editable PowerPoint figures.
Toolbox for comparative genomics of MAGs
Regional Association of Methylome variability with the Exposome and geNome (RAMEN) is an R package whose goal is to identify genome-wide Variable Methylated Loci (VML) from microarray DNA methylation data; then, using genomic and exposomic data, it can identify which model out of the following explains best the DNA methylation variability at each VML: genetic (G), environmental (E), additive (G+E) or interactive (GxE).
PathBench-MIL is a comprehensive, flexible benchmarking/AutoML framework for multiple instance learning in histopathology. PathBench-MIL is expected to be deprecated and replaced by PathForge.
Rapid & standardized annotation of bacterial genomes, MAGs & plasmids
A comprehensive R package for identifying and ranking influential nodes in biological and other complex networks. The package implements the Integrated Value of Influence (IVI), Experimental data-based Integrative Ranking (ExIR), SIRIR, and numerous network centrality measures, enabling network topology analysis, influential node detection, feature prioritization, and candidate biomarker discovery. It also provides functions for network reconstruction, centrality assessment, visualization, and analysis of relationships between centrality measures.
A small <720Kb C++ windows utility. That allows you to load Ancestry, 23andMe, FTDNA, or Genes for Good RAW DNA files search them, merge them. covert them to Ancestry format. But also create files from peer reviewed publications to compare with you loaded data to give your genetic disposition for the condition you have entered the data for an statistical risk if OR values are included. Included with the program are example files for Type 2 Diabetes risk factors. (As I have type 2 Diabetes so I could test the results).
The application of 2nd and 3rd generation High Throughput Sequencing (HTS) technologies has deeply reshaped experimental method to investigate microbial communities and obtain a taxonomic and functional profile of the invetigated community. Shotgun Metagenomics allow to quickly obtain a representation of microorganisms genomes characterizing a particular environment. In order to obtain a fast e reliable taxonomic classification of microorganisms genomes we present kMetaShot, an alignment-free taxonomic classifier based on k-mer/minimizer counting.
Open-source, platform-independent, community-supported software for describing and comparing microbial communities
Pairwise SNP distance matrix from a FASTA sequence alignment
Pangolin is a deep-learning based method for predicting splice site strengths (for details, see Zeng and Li, Genome Biology 2022). It is available as a command-line tool that can be run on a VCF or CSV file containing variants of interest; Pangolin will predict changes in splice site strength due to each variant, and return a file of the same format. Pangolin's models can also be used with custom sequences.
CLIFinder is a Galaxy tool designed to identify potential L1 Chimeric Transcripts from RNA-seq data by analyzing paired-end reads in the human genome. It allows customization to detect transcripts initiated by different repeat elements.
AlphaPickle is a Python tool that converts AlphaFold and ColabFold output files into user-friendly CSV files and plots, enabling easy analysis and visualization of protein prediction data without requiring programming expertise. It processes .pkl, .json, and PDB files to extract and visualize metrics like pLDDT and PAE.
mtag is a Python-based command line tool for jointly analyzing multiple sets of GWAS summary statistics as described by Turley et. al. (2018). It can also be used as a tool to meta-analyze GWAS results.
A suite of algorithms for matching position weight matrices (PWM) against DNA sequences. It features advanced matrix matching algorithms implemented in C++ that can be used to scan hundreds of matrices against chromosome-sized sequences in few seconds. MOODS can also process high-order PWMs with dependencies between adjacent positions and sequence variants such as SNPs, insertions and deletions.
NuclearPhaser is a method for phasing of dikaryotic genomes into the two haplotypes using Hi-C contact graphs. This is an overview of the phasing pipeline for dikaryons.
VerityMap is a tool for mapping long reads to assemblies of extra-long tandem repeats, producing SAM files and identifying potential heterozygous sites and assembly errors through analysis of rare k-mers. It supports PacBio HiFi and ONT reads and generates interactive HTML plots for variant analysis.
Filtering and trimming of long read sequencing data.
qam is a Python library and command-line tool to compute 3D surface-distances for evaluating liver ablation/tumor completeness based on segmentation images.
GFF3sort: A Perl Script to sort gff3 files and produce suitable results for tabix tools
Prediction of mRNA subcellular localization using deep recurrent neural networks | RNATracker is a deep learning approach to learn mRNA subcellular localization patterns and to infer its outcome. It operates on the cDNA of the longest isoformic protein-coding transcript of a gene with or without its corresponding secondary structure annnotations. The learning targets are fractions/percentage of the transcripts being localized to a fixed set of subcellular compartments of interest
thromboSeq is a bioinformatics tool designed for the analysis of thrombosis-related sequencing data, providing functionalities for variant calling, annotation, and functional interpretation. It streamlines the processing of high-throughput sequencing data to identify genetic variants associated with thrombotic disorders.
CompuCell3D is a multiscale multicellular virtual tissue modeling and simulation environment. CompuCell3D is written in C++ and provides Python bindings for model and simulation development in Python.
The MetaProteomeAnalyzer Cloud (MPA Cloud) is an intuitive, open-source tool for metaproteomics data analysis and interpretation, designed to analyse comprehensive metaproteomics data from tandem mass spectrometry experiments through a web interface.
Bin Chicken - recovery of low abundance and taxonomically targeted metagenome assembled genomes (MAGs) through strategic coassembly
metagWGS is a workflow dedicated to the analysis of metagenomic data. It allows assembly, taxonomic annotation, and functional annotation of predicted genes. Since release 2.3, binning step with the possibility of cross-alignment is included. It has been developed in collaboration with several CATI BIOS4biol agents. Funded by Antiselfish Project (Labex Ecofect), ExpoMicoPig project (France Futur elevage) and SeqOccIn project (CPER - Occitanie Toulouse / FEDER), ATB_Biofilm funded by PNREST Anses, France genomique (ANR-10-INBS-09-08) and Resalab Ouest.
The snoBoard database compiles ribosomal RNA (rRNA) modifications, box C/D and box H/ACA snoRNA guides sequences for a number of species including Saccharomyces cerevisiae (Sc), Human (Hs), the plant Arabidopsis thaliana (At) and tomato Solanum lycopersicum (Sl). Mapped modifications are 2’-O methylation, pseudouridylation and other known modifications when available. The user interface allows the access to rRNA targets, mapped modifications and snoRNA guides under different views. Modifications can be accessed through a table (one line per modification), or mapped on their target RNA sequences and secondary structures. A comparative view allows to access to mapped sites conserved between a selected subset of species. Using the comparative view, it is possible to interrogate and visualize the conservation of target nucleotides sequences and modified sites. Information on modifications targets and snoRNA guides can be accessed by organism, snoRNA guide family and modification type.