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。
ENA Bioinformatics Database
Accesses the European Nucleotide Archive (ENA) to retrieve genomic sequences, raw reads, and metadata for bioinformatics pipelines.
DiffDock Molecular Docking
Predicts high-accuracy 3D protein-ligand binding poses using diffusion-based deep learning for structure-based drug design.
deepTools NGS Analysis
Processes and analyzes high-throughput sequencing data to generate publication-quality visualizations and quality control metrics for genomics research.
Arboreto GRN Inference
Infers gene regulatory networks (GRNs) from transcriptomics data using scalable algorithms like GRNBoost2 and GENIE3.
ToolUniverse Scientific Workflows
Automates complex scientific research workflows and tool discovery across bioinformatics, genomics, and drug discovery domains.
ML Pipeline Workflow
Builds end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment.
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.
ML Pipeline Workflow
Builds end-to-end MLOps pipelines for data preparation, model training, validation, and production deployment.
RAG Implementation Guide
Builds robust Retrieval-Augmented Generation systems using vector databases and semantic search to ground LLM responses in proprietary data.
HMDB Database Assistant
Accesses the Human Metabolome Database to retrieve metabolite properties, clinical biomarker data, and spectral information for metabolomics research.
RAG Implementation Pro
Builds high-performance Retrieval-Augmented Generation systems using vector databases, semantic search, and advanced retrieval patterns.
Universal Data Transformation
Transforms, cleans, and reshapes complex datasets locally using industry-standard Python libraries like pandas and numpy.
RAG Implementation Expert
Implements high-performance Retrieval-Augmented Generation systems for LLM applications using vector databases and semantic search.
Plotly Data Visualization
Generates interactive, publication-quality scientific and statistical visualizations using the Plotly Python library.
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.
Excel Analysis
Analyzes Excel spreadsheets, generates pivot tables, and creates data visualizations using Python libraries like pandas and openpyxl.
Excel Data Analysis
Automates Excel spreadsheet manipulation, data cleaning, and visualization using Python's Pandas and OpenPyXL libraries.
Bioinformatics Toolkit (gget)
Retrieves genomic, transcriptomic, and proteomic data from 20+ bioinformatics databases using a unified interface.
HMDB Metabolome Database
Accesses and analyzes the Human Metabolome Database to retrieve detailed metabolite information, chemical properties, and clinical biomarkers.
Chroma Vector Database
Integrates the open-source embedding database to build AI-native applications with semantic search and retrieval-augmented generation (RAG) capabilities.
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.
NCBI Gene Database Integration
Queries the NCBI Gene database to retrieve comprehensive genetic information, metadata, and sequences for annotation and functional analysis.
AI Multimodal Processing
Processes and generates multimedia content including audio, video, images, and documents using the Google Gemini API.
NCBI Gene Database Skill
Queries NCBI Gene databases to retrieve comprehensive genomic data, including sequences, annotations, and functional pathways.
Excel Data Analysis & Reporting
Automates Excel spreadsheet analysis, data manipulation, and visual reporting using Python-based data science libraries.
HMDB Metabolome Database Access
Accesses and analyzes the Human Metabolome Database to retrieve metabolite data, chemical properties, and clinical biomarkers.
ENA Bioinformatics Database
Accesses and retrieves genomic data from the European Nucleotide Archive (ENA) via REST APIs and FTP for bioinformatics pipelines.
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