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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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FlowVision is offline flow cytometry analysis software for Windows and macOS. It supports FCS 2.0, 3.0, 3.1 and 3.2 file formats, polygon/rectangle/ellipse/quadrant gating with auto-fit (snap to cluster), spillover compensation, biexponential and hyperlog scales, MFI statistics (median, geometric mean, CV%), multi-file batch analysis with per-file gate overrides, and hierarchical gating. Spectral unmixing supports linear, NNLS, and Poisson-weighted least squares algorithms, with autofluorescence extraction and spillover spreading matrix. UMAP dimensionality reduction with reproducible seed and landmark mode for high-parameter panels. Imports FlowJo .wsp (compensation matrix) and exports gates to FlowJo .wsp and Gating-ML 2.0 (ISAC open standard) for interoperability with FlowJo, R/flowWorkspace/CytoML, and FCS Express.

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