Data Science & ML Claude 技能
发现data science & ml类别的 Claude 技能。浏览 53 个技能，找到适合您 AI 工作流程的完美功能。
Gemini CLI Integration
Integrates Google's Gemini models into Claude Code for advanced reasoning and multi-model code analysis.
QuTiP Quantum Simulation
Simulates and analyzes open and closed quantum mechanical systems using the QuTiP Python library.
PDF Report Generator
Generates professional, multi-page PDF reports with formatted tables, text, and embedded data visualizations using the reportlab library.
RAG Implementation Guide
Builds robust Retrieval-Augmented Generation systems using vector databases and semantic search to ground LLM responses in proprietary data.
Flow Nexus Neural Networks
Trains and deploys sophisticated neural network architectures across distributed E2B sandbox environments.
ML Pipeline Workflow
Builds end-to-end MLOps pipelines for data preparation, model training, validation, and production deployment.
Training Log Analyzer
Analyzes athletic performance data and training logs to optimize recovery and identify improvement trends.
DrugBank Database Analysis
Accesses and analyzes comprehensive pharmaceutical data from DrugBank including drug properties, interactions, and molecular structures.
Denario Scientific Research Assistant
Automates end-to-end scientific research workflows from data analysis and hypothesis generation to producing publication-ready LaTeX papers.
ML Pipeline Workflow
Orchestrates end-to-end MLOps pipelines from data preparation and model training to production deployment and monitoring.
LLM Evaluation Framework
Implements systematic evaluation strategies for Large Language Model applications using automated metrics, human feedback, and LLM-as-judge patterns.
Denario Scientific Research Automation
Automates the end-to-end scientific research lifecycle from data analysis and hypothesis generation to publication-ready LaTeX manuscripts.
Video Processor & Transcriber
Processes video files through format conversion, audio extraction, and high-accuracy speech-to-text transcription using FFmpeg and Whisper.
RDKit Cheminformatics Toolkit
Performs advanced molecular manipulation, chemical property calculation, and substructure analysis using the RDKit library.
ML Pipeline Workflow
Builds end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment.
Reactome Database Integration
Integrates Reactome's open-source curated pathway database for biological pathway analysis, gene mapping, and systems biology research.
LLM Performance Evaluation
Implements comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking.
Ensembl Genome Database
Queries the Ensembl REST API to retrieve gene annotations, sequences, variants, and comparative genomics data for over 250 species.
Ensembl Genome Database Explorer
Queries the Ensembl REST API to retrieve genomic sequences, gene annotations, and variant analysis for over 250 species.
Matchms Mass Spectrometry Analysis
Processes and analyzes mass spectrometry data using Python-based spectral similarity metrics and metadata harmonization.
PDF Report Generator
Generates professional, multi-page PDF reports with formatted text, tables, and embedded visualizations using the ReportLab library.
PyDESeq2 Analysis
Performs differential gene expression analysis on bulk RNA-seq data using the PyDESeq2 framework.
Data Commons Explorer
Accesses and analyzes global public statistical data from the Data Commons knowledge graph directly within your development workflow.
PyMC Bayesian Modeling
Builds and validates sophisticated Bayesian models using PyMC for probabilistic programming and statistical inference.
Modal Cloud Computing
Executes Python code in serverless cloud containers with automatic scaling and high-performance GPU support.
Training Log Analyzer
Analyzes athletic performance data and workout logs to identify trends, recovery needs, and injury risks.
Denario Research Assistant
Automates end-to-end scientific research workflows from initial data analysis to publication-ready LaTeX manuscripts.
Denario AI Research Orchestrator
Automates end-to-end scientific research workflows from initial data analysis and hypothesis generation to the production of publication-ready LaTeX manuscripts.
Scientific Hypothesis Generation
Generates rigorous, testable scientific hypotheses and detailed experimental designs based on observations and existing literature.
Flow Nexus Neural Networks
Trains and deploys distributed neural networks within secure E2B sandbox environments using the Flow Nexus framework.
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