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。

ESM Protein Design & Modeling

Enables advanced protein engineering through generative design, structure prediction, and high-performance embeddings using ESM3 and ESM C models.

Data Science & ML

DiffDock Molecular Docking

Predicts 3D protein-ligand binding poses using state-of-the-art diffusion models for structure-based drug discovery.

Data Science & ML

Datamol Cheminformatics

Simplifies molecular cheminformatics and drug discovery workflows using a Pythonic wrapper for RDKit.

Data Science & ML

Biomni Biomedical Research Agent

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

Data Science & ML

Histolab Pathology Toolkit

Processes and prepares gigapixel whole slide images for digital pathology and machine learning workflows.

Data Science & ML

SimPy Simulation Engine

Builds complex discrete-event simulations in Python for modeling processes, resource contention, and time-based systems.

Data Science & ML

MarkItDown

Converts diverse file formats including PDF, Office docs, and media into clean, LLM-optimized Markdown.

Data Science & ML

Biopython Molecular Biology

Streamlines computational molecular biology tasks including sequence analysis, NCBI database queries, and structural bioinformatics using the Biopython toolkit.

Data Science & ML

Biomni Biomedical AI Agent

Automates complex biomedical research tasks including genomic analysis, drug discovery, and clinical interpretation using an autonomous agent framework.

Data Science & ML

NeuroKit2 Biosignal Processing

Processes and analyzes comprehensive physiological signals including ECG, EEG, and EDA for psychophysiology and clinical research.

Data Science & ML

Pinecone Vector Database

Integrates and manages Pinecone vector databases for production-grade AI applications and low-latency semantic search.

Data Science & ML

PyLabRobot Lab Automation

Automates laboratory workflows by controlling liquid handling robots, plate readers, and analytical equipment through a hardware-agnostic Python interface.

Data Science & ML

Universal Data Transformation

Transforms, cleans, and reshapes complex datasets locally using industry-standard Python libraries like pandas and numpy.

Data Science & ML

COBRApy Metabolic Modeling

Performs constraint-based reconstruction and analysis of metabolic models for systems biology and metabolic engineering.

Data Science & ML

Hypogenic Research Assistant

Automates scientific hypothesis generation and testing by combining observational data with literature-based insights using large language models.

Data Science & ML

scvi-tools Assistant

Analyzes single-cell omics data using the scvi-tools framework for probabilistic modeling and batch correction.

Data Science & ML

ESM Protein Design & Modeling

Enables advanced protein engineering, sequence generation, and structure prediction using Evolutionary Scale Modeling.

Data Science & ML

Gemini AI Integration

Integrates Google's Gemini models into your terminal workflow for advanced code analysis and complex multi-model reasoning.

Data Science & ML

NetworkX Graph Analysis

Simplifies the creation, manipulation, and analysis of complex networks and graph data structures in Python.

Data Science & ML

EdgarTools SEC Analysis

Queries and analyzes SEC filings and financial statements for deep financial research and company data extraction.

Data Science & ML

PyOpenMS Analysis

Facilitates mass spectrometry data analysis using the pyOpenMS library for proteomics and metabolomics workflows.

Data Science & ML

NCBI GEO Genomics Database

Accesses and analyzes gene expression and functional genomics data from the NCBI Gene Expression Omnibus repository.

Data Science & ML

Histolab Digital Pathology Toolkit

Processes digital pathology whole slide images by automating tissue detection, tile extraction, and preprocessing for machine learning pipelines.

Data Science & ML

Gtars Genomic Toolkit

Accelerates genomic interval analysis and machine learning preprocessing using a high-performance Rust-based toolkit with Python bindings.

Data Science & ML

Biomni Biomedical Research Agent

Automates complex biomedical research tasks including genomics, drug discovery, and clinical data analysis using an autonomous AI agent framework.

Data Science & ML

NCBI Gene Database Integration

Accesses and queries the NCBI Gene database to retrieve comprehensive genetic information, sequences, and functional annotations via E-utilities and Datasets APIs.

Data Science & ML

AI Multimodal Processing

Processes and generates audio, video, images, and complex documents using Google Gemini's advanced multimodal API capabilities.

Data Science & ML

Arboreto Gene Regulatory Network Inference

Infers gene regulatory networks from transcriptomics data using scalable gradient boosting and random forest algorithms.

Data Science & ML

Gtars Genomic Toolkit

Provides high-performance tools for genomic interval analysis, overlap detection, and machine learning preprocessing using Rust and Python.

Data Science & ML

COBRApy Metabolic Modeling

Performs constraint-based reconstruction and analysis of metabolic models using Python for systems biology and metabolic engineering.

Data Science & ML

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