Data Science & ML Claudeスキル
data science & ml向けのClaudeスキルを発見してください。61個のスキルを閲覧し、AIワークフローに最適な機能を見つけましょう。
ToolUniverse Scientific Workflows
Automates complex scientific research workflows and tool discovery across bioinformatics, genomics, and drug discovery domains.
Modal Cloud Computing
Executes Python code in serverless cloud containers with automatic scaling and high-performance GPU support.
FluidSim CFD Simulation
Simplifies high-performance computational fluid dynamics (CFD) simulations and analysis using Python and pseudospectral methods.
Astropy Mastery
Streamlines astronomical data analysis and astrophysical calculations using the core Astropy Python library.
Plotly Data Visualization
Generates interactive, publication-quality scientific and statistical visualizations using the Plotly Python library.
Denario Scientific Research Automation
Automates the end-to-end scientific research lifecycle from data analysis and hypothesis generation to publication-ready LaTeX manuscripts.
HMDB Database Assistant
Accesses the Human Metabolome Database to retrieve metabolite properties, clinical biomarker data, and spectral information for metabolomics research.
HMDB Metabolome Database
Accesses and analyzes the Human Metabolome Database to retrieve detailed metabolite information, chemical properties, and clinical biomarkers.
BioServices Bioinformatics Suite
Accesses and integrates data from over 40 bioinformatics web services and databases using a unified Python API.
PyHealth - Healthcare AI Toolkit
Develops and deploys specialized machine learning models for healthcare using clinical datasets and medical coding systems.
DrugBank Database Analysis
Accesses and analyzes comprehensive pharmaceutical data from DrugBank including drug properties, interactions, and molecular structures.
Flow Nexus Neural Networks
Trains and deploys sophisticated neural network architectures across distributed E2B sandbox environments.
deepTools NGS Analysis
Processes and analyzes high-throughput sequencing data to generate publication-quality genomic visualizations and quality control metrics.
ML Pipeline Workflow
Builds end-to-end MLOps pipelines for data preparation, model training, validation, and production deployment.
Universal Data Transformation
Transforms, cleans, and reshapes complex datasets locally using industry-standard Python libraries like pandas and numpy.
Excel Analysis
Analyzes Excel spreadsheets, generates pivot tables, and creates data visualizations using Python libraries like pandas and openpyxl.
Bioinformatics Toolkit (gget)
Retrieves genomic, transcriptomic, and proteomic data from 20+ bioinformatics databases using a unified interface.
Chroma Vector Database
Integrates the open-source embedding database to build AI-native applications with semantic search and retrieval-augmented generation (RAG) capabilities.
HMDB Metabolome Database Access
Accesses and analyzes the Human Metabolome Database to retrieve metabolite data, chemical properties, and clinical biomarkers.
PDF Processing Toolkit
Simplifies PDF manipulation, data extraction, and document generation using industry-standard Python libraries and CLI tools.
Gtars Genomic Analysis Toolkit
Processes and analyzes high-performance genomic interval data using Rust-powered algorithms and Python bindings.
BioServices Bioinformatics Integration
Access over 40 bioinformatics web services and databases including UniProt, KEGG, and ChEMBL through a unified Python interface.
NCBI Gene Database Integration
Queries the NCBI Gene database to retrieve comprehensive genetic information, metadata, and sequences for annotation and functional analysis.
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.
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.
scvi-tools Single-Cell Genomics Analysis
Analyzes single-cell omics data using deep generative models for batch correction, integration, and differential expression.
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.
FDA Regulatory Database Access
Accesses and analyzes comprehensive FDA regulatory data for drugs, medical devices, food safety, and substances through the openFDA API.
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