Data Science & ML Claude 스킬
data science & ml Claude 스킬을 발견하세요. 61개의 스킬을 탐색하고 AI 워크플로우에 완벽한 기능을 찾아보세요.
Universal Data Transformation
Transforms, cleans, and reshapes complex datasets locally using industry-standard Python libraries like pandas and numpy.
Excel Data Analysis
Automates Excel spreadsheet manipulation, data cleaning, and visualization using Python's Pandas and OpenPyXL libraries.
HMDB Metabolome Database
Accesses and analyzes the Human Metabolome Database to retrieve detailed metabolite information, chemical properties, and clinical biomarkers.
Excel Data Analysis & Reporting
Automates Excel spreadsheet analysis, data manipulation, and visual reporting using Python-based data science libraries.
Denario Research Automator
Automates end-to-end scientific research workflows from initial data analysis and hypothesis generation to the production of publication-ready LaTeX manuscripts.
Scanpy Single-Cell Analysis
Performs comprehensive single-cell RNA-seq analysis including quality control, clustering, and cell type annotation using the Scanpy framework.
Reactome Database Integration
Integrates Reactome's open-source curated pathway database for biological pathway analysis, gene mapping, and systems biology research.
NCBI Gene Database Skill
Queries NCBI Gene databases to retrieve comprehensive genomic data, including sequences, annotations, and functional pathways.
AI Multimodal Processing
Processes and generates multimedia content including audio, video, images, and documents using the Google Gemini API.
ENA Bioinformatics Database
Interfaces with the European Nucleotide Archive to programmatically retrieve DNA/RNA sequences, raw reads, and genome metadata.
NCBI Gene Database Integration
Queries the NCBI Gene database to retrieve comprehensive genetic information, metadata, and sequences for annotation and functional analysis.
ENA Bioinformatics Database
Accesses and retrieves genomic data from the European Nucleotide Archive (ENA) via REST APIs and FTP for bioinformatics pipelines.
European Nucleotide Archive Integration
Accesses and retrieves genomic data, including DNA/RNA sequences and raw reads, from the European Nucleotide Archive (ENA) via REST APIs and FTP.
ToolUniverse Scientific Research Tools
Empowers AI agents to conduct complex scientific research by providing standardized access to over 600 specialized tools across bioinformatics, genomics, and drug discovery.
HMDB Metabolome Database Access
Accesses and analyzes the Human Metabolome Database to retrieve metabolite data, chemical properties, and clinical biomarkers.
BioServices Bioinformatics
Provides a unified Python interface for accessing over 40 major bioinformatics web services and databases including UniProt, KEGG, and ChEMBL.
SCVI Tools for Single-Cell Omics
Analyzes single-cell omics data using deep generative models for batch correction, integration, and differential expression.
ENA Database Integration
Accesses and retrieves genomic data, sequences, and metadata from the European Nucleotide Archive via REST APIs and FTP.
NeuroKit2 Biosignal Processing
Processes and analyzes complex physiological signals including ECG, EEG, EDA, and respiratory data for scientific research and clinical applications.
PyLabRobot Lab Automation
Automates laboratory workflows and controls hardware like liquid handlers and plate readers using a hardware-agnostic Python interface.
Hypogenic Research Assistant
Accelerates scientific discovery by automating the generation, refinement, and testing of research hypotheses using large language models and observational datasets.
FDA Regulatory Database Access
Accesses and analyzes comprehensive FDA regulatory data for drugs, medical devices, food safety, and substances through the openFDA API.
EdgarTools SEC Analyzer
Analyzes SEC filings and financial statements using advanced EdgarTools integration for financial data extraction.
NeuroKit2 Biosignal Analysis
Processes and analyzes complex physiological signals including ECG, EEG, EDA, and respiratory patterns for psychophysiological research.
Gemini CLI Integration
Integrates Google's Gemini models into Claude Code for advanced reasoning and multi-model code analysis.
Datamol Cheminformatics
Simplifies molecular cheminformatics workflows by providing a Pythonic abstraction layer over RDKit for drug discovery and molecular analysis.
PyOpenMS Mass Spectrometry
Simplifies mass spectrometry data analysis by providing Pythonic access to the OpenMS library for proteomics and metabolomics workflows.
NetworkX Graph Analysis
Simplifies the creation, manipulation, and analysis of complex network structures and graph algorithms in Python.
Plotly Scientific Visualization
Generates interactive, publication-quality scientific and statistical charts using the Plotly Python library.
Arboreto GRN Inference
Infers gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.
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