Data Science & ML Habilidades de Claude
Descubre Habilidades de Claude para data science & ml. Explora 61 habilidades y encuentra las capacidades perfectas para tus flujos de trabajo de IA.
Data Commons Client
Accesses global statistical data from Data Commons for demographic, economic, and environmental analysis.
Scientific Statistical Analysis
Performs advanced statistical hypothesis testing, regression analysis, and Bayesian modeling with automated assumption checking and APA-style reporting.
Scientific Peer Reviewer
Evaluates scientific manuscripts and grant proposals using a systematic toolkit for methodology, statistics, and reporting standards.
Scientific Exploratory Data Analysis
Performs comprehensive exploratory data analysis and generates detailed reports for over 200 scientific file formats.
Molfeat Molecular Featurization
Converts chemical structures into machine learning-ready numerical representations using over 100 specialized featurizers and pretrained embeddings.
Seaborn Statistical Visualization
Creates publication-quality statistical graphics and exploratory data visualizations using a high-level Python interface.
Astropy Scientific Skills
Performs complex astronomical data analysis and astrophysical calculations using the comprehensive Astropy Python library.
Scientific Hypothesis Generation
Generates testable, evidence-based scientific hypotheses and structured experimental designs to accelerate autonomous discovery.
Matchms Mass Spectrometry Analysis
Processes and analyzes mass spectrometry data using Python-based spectral similarity, metadata harmonization, and data filtering tools.
PyTorch Lightning Scientist
Streamlines deep learning development by organizing PyTorch code into scalable, high-performance Lightning modules and data pipelines.
Zarr Python Scientific Data
Manages large-scale N-dimensional arrays with chunking, compression, and cloud-native storage for scientific computing.
DNAnexus Genomics Integration
Streamlines the development, deployment, and management of bioinformatics pipelines and data on the DNAnexus cloud genomics platform.
Survival Analysis & Time-to-Event Modeling
Performs comprehensive survival analysis and time-to-event modeling using the scikit-survival library in Python.
Scikit-learn Machine Learning
Implements comprehensive machine learning workflows using scikit-learn, covering data preprocessing, model training, evaluation, and pipeline deployment.
UniProt Protein Database
Accesses the world's leading protein sequence and functional information resource via the UniProt REST API.
Biopython for Molecular Biology
Provides comprehensive Python tools for biological computation, sequence analysis, and bioinformatics database access.
Resource Discovery & Strategy
Detects system hardware capabilities and provides optimized computational strategies for scientific and data-intensive tasks.
Excel & Spreadsheet Scientific Toolkit
Empowers Claude to create, analyze, and format professional Excel spreadsheets and financial models with automated formula recalculation.
Metabolomics Workbench Database
Accesses NIH Metabolomics Workbench to query over 4,200 studies, metabolite structures, and standardized biochemical nomenclature.
Kosmos X-Ray
Explores and maps complex codebases using AST analysis to reduce token usage by 95% while maintaining structural visibility.
Scientific Schematics & Diagrams
Generates publication-quality scientific diagrams, neural network architectures, and flowcharts using specialized Python libraries.
Reactome Pathway Database & Analysis
Accesses the Reactome database to perform biological pathway analysis, gene mapping, and enrichment studies for systems biology.
ClinicalTrials.gov Search & Analytics
Facilitates programmatic access to the ClinicalTrials.gov API v2 for advanced trial discovery, patient matching, and medical research data extraction.
PufferLib Reinforcement Learning
Implements high-performance reinforcement learning training, custom environments, and optimized vectorization for parallel simulations.
LatchBio Bioinformatics Integration
Builds and deploys production-grade bioinformatics pipelines as serverless workflows on the Latch platform.
Scientific Research Brainstorming
Facilitates creative scientific problem-solving by generating hypotheses and exploring interdisciplinary connections as a research ideation partner.
Advanced PDF Processing
Manipulates, extracts, and generates PDF documents using specialized Python libraries and command-line tools for automated document workflows.
bioRxiv Research Database
Searches and retrieves life sciences preprints from the bioRxiv database by keywords, authors, and categories.
OpenAlex Scholarly Database
Accesses and analyzes over 240 million scholarly works, authors, and institutions via the OpenAlex API for automated scientific discovery.
TorchDrug for Molecular Science
Empowers Claude to perform graph-based drug discovery, molecular property prediction, and protein modeling using the TorchDrug framework.
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