Data Science & ML Claude 技能
发现data science & ml类别的 Claude 技能。浏览 61 个技能，找到适合您 AI 工作流程的完美功能。
LatchBio Bioinformatics Integration
Builds and deploys serverless bioinformatics workflows using the Latch SDK and Registry.
Market Research Reports
Generates 50+ page, consulting-grade market research reports with professional LaTeX formatting and data-driven strategic frameworks.
OMERO Microscopy Integration
Integrates OMERO microscopy data management with Python for advanced image analysis, metadata handling, and automated screening workflows.
Metabolomics Workbench Database
Accesses the NIH Metabolomics Workbench API to retrieve metabolite structures, study metadata, and standardized chemical nomenclature for biomarker discovery.
Scientific Critical Thinking
Evaluates the rigor of scientific research by analyzing methodology, statistical validity, and potential biases using standardized frameworks like GRADE and Cochrane.
Statistical Analysis
Performs comprehensive statistical testing, hypothesis verification, and research data modeling using Python's scientific ecosystem.
Statsmodels Statistical Modeling
Performs rigorous statistical modeling, econometric analysis, and time series forecasting using the Statsmodels library.
PubChem Database Explorer
Queries the PubChem database to retrieve chemical properties, perform structure searches, and access bioactivity data for over 110 million compounds.
ClinicalTrials.gov Search & Analytics
Facilitates programmatic access to the ClinicalTrials.gov API v2 to search, filter, and export global clinical study data for research and patient matching.
Zarr Python Scientific Computing
Manages large-scale N-dimensional arrays with chunking, compression, and cloud-native storage integration.
DNAnexus Integration
Streamlines genomics pipeline development and data management on the DNAnexus cloud platform using the dxpy Python SDK.
Scientific Schematics & Diagrams
Generates publication-quality scientific diagrams and architectural schematics using AI-driven iterative refinement and quality auditing.
LabArchives Integration
Automates electronic lab notebook management through the LabArchives REST API for research documentation, data backups, and tool integration.
Scientific Research Lookup
Conducts real-time academic research, literature reviews, and technical documentation lookups with automated model selection and proper citations.
Scientific Hypothesis Generator
Formulates testable, evidence-based scientific hypotheses and experimental designs from observations and literature.
Scikit-Learn ML Framework
Implements professional machine learning workflows in Python including classification, regression, clustering, and data preprocessing.
BRENDA Enzyme Database
Accesses the comprehensive BRENDA enzyme database to retrieve kinetic parameters, biochemical reactions, and metabolic pathway data.
Clinical Decision Support Documenter
Generates publication-ready clinical decision support documents and biomarker-stratified cohort analyses for pharmaceutical and clinical research.
PubMed Database Access
Facilitates advanced biomedical literature research and programmatic access to the PubMed database using E-utilities and complex query syntax.
Excel & Data Analysis Toolkit
Creates, edits, and analyzes Excel spreadsheets with production-grade formulas, formatting, and scientific visualizations.
COSMIC Cancer Genomics
Accesses and queries the Catalogue of Somatic Mutations in Cancer (COSMIC) to retrieve high-quality genomic data for precision oncology and cancer research.
GWAS Catalog Database Search
Queries the NHGRI-EBI GWAS Catalog for SNP-trait associations, genetic variants, and summary statistics to support genetic epidemiology and polygenic risk score development.
Benchling Integration
Automates R&D data management by integrating Claude with the Benchling platform for biological entity tracking, inventory control, and lab notebook documentation.
Opentrons Lab Automation
Automates laboratory liquid handling workflows by writing Python-based Protocol API v2 scripts for Opentrons Flex and OT-2 robots.
Scikit-bio (Biological Data Analysis)
Performs comprehensive biological data analysis including sequence manipulation, phylogenetics, and microbial ecology statistics.
AlphaFold Database Tools
Accesses and analyzes over 200 million AI-predicted protein structures for bioinformatics and structural biology research.
ZINC Chemical Database
Accesses the ZINC database of 230M+ purchasable compounds for virtual screening, drug discovery, and molecular docking studies.
ClinPGx Pharmacogenomics Database
Accesses comprehensive pharmacogenomics data including gene-drug interactions, CPIC guidelines, and allele functions for precision medicine.
European Nucleotide Archive (ENA) Database Access
Accesses the European Nucleotide Archive (ENA) to retrieve DNA/RNA sequences, raw reads, and genome assemblies for bioinformatics pipelines.
ChEMBL Database & Drug Discovery
Queries the ChEMBL database to retrieve bioactive molecule data, drug targets, and bioactivity measurements for medicinal chemistry.
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