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AI SkillDesign & UI

gene-protein-expression-matrix-normalization

Use when normalizing bulk gene or protein expression matrices with log2 transform, z-score standardization, or min-max scaling before downstream visualization or exploratory analysis. NOT for count-model normalization such as TPM/DESeq2 size factors, batch correction, or single-cell preprocessing.

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What is this resource?

Use when normalizing bulk gene or protein expression matrices with log2 transform, z-score standardization, or min-max scaling before downstream visualization or exploratory analysis. NOT for count-model normalization such as TPM/DESeq2 size factors, batch correction, or single-cell preprocessing.

Review the original project for installation steps, licenses, compatibility and updates. This directory provides discovery links, not downloadable or verified code.

Installation

For repositories supported by the Skills CLI, you can typically start with:

npx skills add aipoch/medical-research-skills

Check the repository instructions and select the intended skill before installing. This command may not apply to every source.

Safety & attribution

This is an external resource, not independently security-audited by this directory. Inspect permissions, scripts and changes before using it with your files or accounts.