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。

BDI Mental State Modeling

Transforms RDF context into Belief-Desire-Intention (BDI) architectures to enable formal cognitive reasoning and rational agency in AI agents.

Data Science & ML

DNAnexus Integration

114

Simplifies the development, deployment, and management of cloud-based genomics pipelines on the DNAnexus platform.

Data Science & ML

Biomni Biomedical Research Agent

114

Automates complex biomedical research tasks including genomics, drug discovery, and clinical analysis through autonomous multi-step reasoning.

Data Science & ML

AgentDB Memory Patterns

114

Implements persistent, high-performance memory and learning patterns for AI agents using AgentDB vector storage.

Data Science & ML

AgentDB Memory Patterns

114

Implements persistent, high-performance memory and learning patterns for stateful AI agents using AgentDB.

Data Science & ML

PennyLane Quantum Computing

111

Builds and optimizes quantum circuits using automatic differentiation and seamless integration with PyTorch, JAX, and TensorFlow.

Data Science & ML

Statsmodels Statistical Analysis

111

Performs rigorous statistical modeling, econometric analysis, and hypothesis testing using Python's statsmodels library.

Data Science & ML

Pydicom Medical Imaging

111

Processes and manipulates medical imaging data in the DICOM standard using Python and NumPy.

Data Science & ML

Biomni Biomedical AI Agent

110

Automates complex biomedical research tasks including genomics, drug discovery, and clinical analysis using autonomous AI reasoning and code execution.

Data Science & ML

Biomni Biomedical Research Agent

108

Executes complex autonomous research tasks across genomics, drug discovery, and clinical analysis using integrated biomedical databases.

Data Science & ML

Pymoo Multi-Objective Optimization

108

Solves complex single and multi-objective optimization problems using evolutionary algorithms and Pareto-optimal analysis.

Data Science & ML

Denario Scientific Research Assistant

108

Automates end-to-end scientific research workflows from data hypothesis generation to publication-ready LaTeX papers.

Data Science & ML

Biomni Biomedical AI Agent

108

Executes complex autonomous biomedical research tasks across genomics, drug discovery, and clinical analysis using LLM-driven code execution and integrated biological databases.

Data Science & ML

Benchling R&D Integration

108

Automates life sciences research workflows by integrating with the Benchling R&D platform for sample tracking, sequence management, and electronic lab notebooks.

Data Science & ML

Biopython Bioinformatics Toolkit

108

Simplifies computational molecular biology tasks including sequence analysis, structural bioinformatics, and programmatic NCBI database access.

Data Science & ML

COSMIC Cancer Database

108

Accesses and processes the COSMIC database for somatic mutations, Cancer Gene Census, and precision oncology research.

Data Science & ML

Denario Research Assistant

108

Automates the end-to-end scientific research lifecycle from data analysis and hypothesis generation to publishing LaTeX-formatted papers.

Data Science & ML

AI Agent Builder

106

Streamlines the design and construction of autonomous AI agents using a capability-driven framework and iterative architectural patterns.

Data Science & ML

Gemini Image Generation

105

Generates and edits high-quality images using Google's Gemini-3-pro-image-preview model via the google-genai Python library.

Data Science & ML

LLM Application Development

101

Builds robust AI-powered features using standardized patterns for prompt engineering, RAG workflows, and multi-provider LLM integrations.

Data Science & ML

LLM Application Development

101

Builds robust AI-powered applications through advanced prompt engineering, RAG implementation, and resilient API integration patterns.

Data Science & ML

Building RAG Systems

Architect and implement production-grade Retrieval-Augmented Generation systems using LangChain and Qdrant vector stores.

Data Science & ML

Research Paper Deduplicator & Ranker

Streamlines research paper collections by deduplicating entries and ranking them to create high-quality core datasets for academic analysis.

Data Science & ML

Research Outline Auditor

Audits research outlines by analyzing evidence coverage and mapping redundancy to ensure a structured, verifiable foundation.

Data Science & ML

Advanced Data Visualization

Implements high-performance, accessible, and perceptually accurate data visualizations using industry-standard libraries and algorithms.

Data Science & ML

Google Gemini Embeddings

Generates high-performance text embeddings for RAG systems, semantic search, and document clustering using the Gemini API.

Data Science & ML

Google Gemini API Integration

Integrates Google Gemini AI models using the latest high-performance SDK for text, multimodal, and agentic workflows.

Data Science & ML

Google Gemini File Search

Integrates Google Gemini's managed RAG system to build searchable document knowledge bases with automatic chunking, embeddings, and citations.

Data Science & ML

Cloudflare Workers AI

Enables high-performance AI model inference on Cloudflare’s global GPU network for text, image, and embedding generation.

Data Science & ML

Vercel AI SDK Core & v6 Migration

Implements advanced AI backend logic using Vercel AI SDK versions 5 and 6, facilitating model orchestration, agentic workflows, and seamless version migrations.

Data Science & ML

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