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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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VigyanLLM is a sovereign, on-premises biomedical AI platform designed for computational biology. It provides autonomous primer design, evaluating melting temperature (Tm) and GC content; CRISPR guide RNA analysis with off-target scoring; BLAST sequence similarity searching; multiple sequence alignment (MSA); and GPU-accelerated molecular docking for drug discovery. Unlike cloud-based SaaS, VigyanLLM deploys via Docker to ensure institutional genomic data sovereignty
Meniscus turns a raw microplate-reader export into a defensible quantitative result. It reads eight instrument formats, provides plate layout editing, fits standard curves with six models including 4PL and 5PL, back-calculates sample concentrations, and issues a quality-control verdict against stated thresholds. Every reported number can be expanded into the substituted formula that produced it. Analysis runs entirely in the browser with no upload and no backend. Numerical routines are validated against independent SciPy and NumPy implementations, published openly.