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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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PlantiSMASH is a specialized extension of antiSMASH for the identification and analysis of biosynthetic gene clusters (BGCs) in plant genomes. It supports advanced plant-specific detection rules and features for comparative genomics, visualization, and more.

This package automates analysis workflow for Thermal Shift Analysis (TSA) data. Processing, analyzing, and visualizing data through both shiny applications and command lines. Package aims to simplify data analysis and offer front to end workflow, from raw data to multiple trial analysis.

Pan1c is a Snakemake workflow that simplifies the creation of pangenomes by focusing on the comparison of similar chromosomes, using either PGGB or Minigraph-Cactus. A pangenome graph is first generated individually for each chromosome, and then these chromosome-scale pangenomes are concatenated into a final graph. This approach reduces construction time through parallelization and facilitates interpretation as well as downstream analyses. Throughout the process, various graphs and statistics are produced to help users assess the quality of the pangenome graph and interpret the results. All these visualizations and statistics are accessible via a web page generated by Pan1c-view.