Data Science & ML Habilidades de Claude
Descubre Habilidades de Claude para data science & ml. Explora 53 habilidades y encuentra las capacidades perfectas para tus flujos de trabajo de IA.
KEGG Database Explorer
Accesses the KEGG REST API to perform biological pathway analysis, gene mapping, and molecular interaction research.
Datamol Cheminformatics
Simplifies molecular cheminformatics and drug discovery workflows using a Pythonic abstraction layer over RDKit.
CZ CELLxGENE Census Genomics
Accesses and analyzes over 61 million standardized single-cell genomics records from the CZ CELLxGENE Discover census.
Scientific Visualization
Generates journal-ready scientific figures and multi-panel layouts following publication-quality standards.
Opentrons Lab Automation
Automates laboratory workflows by writing and simulating Opentrons Python Protocol API v2 for Flex and OT-2 robots.
Scientific Critical Thinking
Evaluates research rigor, methodology, and statistical validity using standardized frameworks like GRADE and Cochrane ROB.
deepTools NGS Analysis
Processes and analyzes high-throughput sequencing data to generate publication-quality genomic visualizations and quality control reports.
Transformers for Claude Code
Integrates Hugging Face Transformers to load, fine-tune, and run inference on thousands of pre-trained AI models across multiple modalities.
TorchDrug for Molecular Science
Empowers Claude to perform graph-based drug discovery, molecular property prediction, and protein modeling using the TorchDrug framework.
PDB Database Explorer
Accesses and analyzes 3D protein and nucleic acid structures from the RCSB Protein Data Bank for structural biology and drug discovery.
AnnData for Claude Code
Manages and analyzes annotated data matrices for single-cell genomics and large-scale biological datasets.
NCBI Gene Database Skill
Queries the NCBI Gene database to retrieve comprehensive genetic information, sequences, and functional annotations for biological research.
USPTO Intellectual Property Database
Accesses and analyzes comprehensive USPTO patent and trademark data for intellectual property research and prior art discovery.
ClinVar Database Assistant
Queries the NCBI ClinVar database to retrieve, interpret, and process human genetic variant clinical significance data.
Hypogenic Scientific Hypothesis Engine
Automates scientific hypothesis generation and empirical testing by synthesizing observational data with research literature.
BioServices Bioinformatics Tool
Provides programmatic access to over 40 bioinformatics web services for automated biological data retrieval and pathway analysis.
Scikit-learn Machine Learning
Implements comprehensive machine learning workflows using scikit-learn, covering data preprocessing, model training, evaluation, and pipeline deployment.
Statsmodels Statistical Analysis
Performs rigorous statistical modeling and econometric analysis using regression, time series, and diagnostic testing.
Research Information Lookup
Researches academic literature, technical documentation, and scientific data with automatic model selection and citation support.
PyLabRobot Laboratory Automation
Automates laboratory equipment and workflows using a hardware-agnostic Python interface for liquid handlers, plate readers, and more.
Polars Data Engineering
Accelerates high-performance data analysis and manipulation using the lightning-fast Polars DataFrame library.
UniProt Protein Database
Accesses the world's leading protein sequence and functional information resource via the UniProt REST API.
ETE Toolkit for Phylogenetics
Analyzes and visualizes phylogenetic trees with support for evolutionary event detection and NCBI taxonomy integration.
Scientific Research Brainstorming
Facilitates creative scientific problem-solving by generating hypotheses and exploring interdisciplinary connections as a research ideation partner.
Biopython for Molecular Biology
Provides comprehensive Python tools for biological computation, sequence analysis, and bioinformatics database access.
Seaborn Statistical Visualization
Creates publication-quality statistical graphics and exploratory data visualizations using a high-level Python interface.
COSMIC Cancer Database Access
Accesses and integrates the world's most comprehensive database for exploring somatic mutations in human cancer into bioinformatics workflows.
Scientific Peer Review & Critical Evaluation
Conducts systematic, rigorous reviews of scientific manuscripts and grant proposals by evaluating methodology, statistics, and reporting standards.
GWAS Database (NHGRI-EBI)
Queries the NHGRI-EBI GWAS Catalog to retrieve genetic variant associations, study metadata, and polygenic risk score data.
Open Targets Database
Queries the Open Targets Platform to identify and prioritize therapeutic drug targets using genetic, omic, and clinical evidence.
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