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。

CareerCopilot Agent Scaffolder

Automates the creation of standardized Python-based AI agents for autonomous career-focused tasks.

Data Science & ML

arXiv Terminal Manager

Manages and searches academic papers from arXiv directly through a local terminal-based database.

Data Science & ML

Architecture Synthesis

Generates comprehensive reference architecture specifications and implementation roadmaps for custom AI agent frameworks.

Data Science & ML

FreightClub Shipping Data Analyst

Analyzes shipping export data to identify cost-saving opportunities and FirstMile logistics network compatibility.

Data Science & ML

Excel Data Analysis

Automates the analysis, manipulation, and visualization of Excel spreadsheets using Python-based data science libraries.

Data Science & ML

Shipping Data Analyst Expert

Analyzes logistics exports to provide structured rate preparation intelligence and shipping profile discovery.

Data Science & ML

Neural Network Builder

Automates the design, configuration, and implementation of complex neural network architectures for various machine learning tasks.

Data Science & ML

Crypto Arbitrage Finder

Identifies and analyzes profitable cryptocurrency arbitrage opportunities across centralized and decentralized exchanges in real-time.

Data Science & ML

ML Model Deployment Helper

Automates the transition of trained machine learning models into production-ready API services and scalable cloud environments.

Data Science & ML

IRP Embodiment Framework

Connects Claude's cognitive orchestration to physical robotics and sensor systems using low-latency control and cryptographic integrity.

Data Science & ML

AI Ethics & Fairness Validator

Audits machine learning models and datasets to identify biases and ensure ethical compliance through fairness metrics and mitigation strategies.

Data Science & ML

Value Pluralism Resolver

Resolves conflicts between competing ethical and technical values through a structured pluralistic analysis framework.

Data Science & ML

Functional Introspection Principle

Applies structured self-analysis and governance protocols to evaluate and validate AI decision-making processes.

Data Science & ML

Schwab Market Data Snapshot

Synchronizes and caches comprehensive Charles Schwab market data, including account status, real-time quotes, and option chains for trading agents.

Data Science & ML

Gemini Real Adapter

Facilitates direct integration with the Google Gemini API for multi-modal content handling and context management within multi-model infrastructures.

Data Science & ML

ML Training Debugger

Diagnoses and resolves machine learning training failures like loss divergence and gradient issues through automated artifact analysis.

Data Science & ML

Trading Strategy Research

Streamlines the development, validation, and systematic documentation of trading strategies and market edges.

Data Science & ML

Advanced XLSX Spreadsheet Automation

Automates professional-grade spreadsheet creation, editing, and analysis with a focus on formula integrity and financial modeling standards.

Data Science & ML

Julia HydroTools

Provides specialized functions for hydrological modeling and climate data processing within the Julia environment.

Data Science & ML

AI Prompting Standards

Optimizes AI agent performance through Anthropic-based context engineering and prompt structure standards.

Data Science & ML

Hydrological Forecasting Suite

Performs hydrological modeling and streamflow forecasting using Julia-based classical and machine learning models.

Data Science & ML

Excel & Spreadsheet Expert

Creates, modifies, and analyzes Excel spreadsheets with production-grade formulas, professional formatting, and financial modeling standards.

Data Science & ML

Prompt Engineering Expert

Transforms Claude into a specialized prompt architect for designing, optimizing, and debugging complex AI instructions and agent behaviors.

Data Science & ML

RAN Optimizer

Optimizes Radio Access Network performance using autonomous swarm coordination and cognitive temporal reasoning.

Data Science & ML

SimPy Discrete-Event Simulation

Builds complex process-based discrete-event simulations in Python to model systems with shared resources and time-based events.

Data Science & ML

PubChem Database Explorer

Accesses and analyzes chemical data from the world's largest open chemical database using PUG-REST and PubChemPy.

Data Science & ML

ToolUniverse Scientific Research

Empowers AI agents to perform complex scientific research tasks using a unified ecosystem of 600+ specialized tools and databases.

Data Science & ML

SymPy Symbolic Mathematics

Performs exact symbolic computation, calculus, and equation solving in Python to handle complex mathematical formulas without numerical approximation.

Data Science & ML

Qiskit Quantum Computing

Builds, optimizes, and executes quantum circuits and algorithms across various hardware providers and simulators.

Data Science & ML

Dask Parallel Computing

Enables parallel and distributed computing for Python data science workflows to process datasets larger than available memory.

Data Science & ML

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