Applies machine learning algorithms from scikit-learn to analyze and preprocess research data, enabling automated feature selection, model training, and predictive analysis within the Kosmos AI sci...

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reportlab🎯Skill

Generates PDF reports with scientific data visualizations and structured layouts for research findings in the Kosmos autonomous AI scientist workflow.

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bioservices🎯Skill

Retrieves, processes, and integrates biological data and services from public APIs and databases to support scientific research and hypothesis generation within the Kosmos AI scientist framework.

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research-lookup🎯Skill

Retrieves and synthesizes relevant scientific literature and research papers for a given research objective, extracting key insights and potential hypotheses.

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scientific-visualization🎯Skill

Generates interactive, publication-quality scientific visualizations from research data, supporting hypothesis exploration and result communication in Kosmos' autonomous research workflow.

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exploratory-data-analysis🎯Skill

Analyzes raw scientific datasets to identify patterns, statistical relationships, distributions, and potential insights by applying statistical techniques, visualization methods, and automated expl...

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seaborn🎯Skill

Generates statistical data visualizations and plots using the Seaborn Python library to support data analysis and hypothesis exploration in scientific research workflows.

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scientific-writing🎯Skill

Generates structured scientific manuscripts, research papers, and technical documentation by synthesizing research findings, organizing content systematically, and adhering to academic writing conv...

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hmdb-database🎯Skill

Retrieves and processes metabolic and biochemical data from the Human Metabolome Database (HMDB) to support scientific research and hypothesis generation within the Kosmos AI scientist framework.