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。
BioServices Bioinformatics Toolkit
Provides unified Python access to over 40 bioinformatics web services and databases for integrated biological data analysis.
BioServices Bioinformatics Integration
Access over 40 bioinformatics web services and databases including UniProt, KEGG, and ChEMBL through a unified Python interface.
Bioinformatics Services (BioServices)
Accesses over 40 bioinformatics web services and databases through a unified Python interface for biological data retrieval and analysis.
deepTools NGS Analysis
Processes and analyzes high-throughput sequencing data to generate publication-quality genomic visualizations and quality control metrics.
NeuroKit2 Biosignal Analysis
Processes and analyzes physiological signals like ECG, EEG, and EDA using the NeuroKit2 Python library.
deepTools NGS Analysis
Automates Next-Generation Sequencing (NGS) data processing, quality control, and publication-quality visualization.
Arboreto GRN Inference
Infers gene regulatory networks from transcriptomics data using scalable GRNBoost2 and GENIE3 algorithms.
Hypogenic Scientific Discovery
Automates scientific hypothesis generation and testing by combining observational data with research literature using large language models.
NetworkX Graph Analysis
Analyzes and visualizes complex network structures and graph data using the Python NetworkX library.
Astropy Research & Data Analysis
Simplifies astronomical data processing and astrophysical calculations using the core Python Astropy library.
NCBI Gene Database Integration
Queries the NCBI Gene database to retrieve comprehensive genetic information, metadata, and sequences for annotation and functional analysis.
Datamol Cheminformatics
Simplifies complex molecular informatics workflows by providing a Pythonic interface for RDKit with sensible defaults and built-in parallelization.
Astropy Astronomical Analysis
Facilitates advanced astronomical research and data processing through Python-based coordinate transforms, FITS manipulation, and cosmological modeling.
Datamol Cheminformatics
Simplifies molecular cheminformatics and drug discovery workflows with a Pythonic abstraction layer over RDKit.
Datamol Cheminformatics
Simplifies molecular cheminformatics and drug discovery workflows using a Pythonic interface for RDKit.
Biopython Bioinformatics Toolkit
Provides specialized tools for biological computation, sequence analysis, and programmatic access to NCBI databases using Biopython.
SimPy Simulation Modeling
Builds discrete-event simulation models in Python to analyze complex systems involving queues, resources, and time-based processes.
SimPy Simulation
Builds and optimizes complex discrete-event simulations using the SimPy framework for Python.
PyHealth Clinical AI Toolkit
Develops, tests, and deploys machine learning models for clinical healthcare data using standardized pipelines and specialized medical architectures.
Bioinformatics & Genomics Toolkit (gget)
Provides unified access to 20+ genomic databases for sequence analysis, protein structure prediction, and rapid bioinformatics queries.
AI Multimodal Processing
Processes and generates multimedia content including audio, video, images, and documents using the Google Gemini API.
Pinecone Vector Database
Integrates managed vector databases into AI applications for production-grade RAG, semantic search, and recommendation systems.
deepTools NGS Analysis
Analyzes high-throughput sequencing data to perform quality control, normalization, and publication-quality visualization for NGS experiments.
COBRApy Metabolic Modeling
Simulates and analyzes genome-scale metabolic models using constraint-based reconstruction and analysis (COBRA) techniques.
Histolab Digital Pathology
Automates tissue detection and tile extraction from gigapixel histopathology images for computational pathology deep learning pipelines.
SimPy Simulation Engine
Builds process-based discrete-event simulations in Python for modeling complex systems like logistics, manufacturing, and networks.
DiffDock Molecular Docking
Predicts 3D protein-ligand binding poses using diffusion-based deep learning for structure-based drug design.
NCBI Gene Database Skill
Queries NCBI Gene databases to retrieve comprehensive genomic data, including sequences, annotations, and functional pathways.
Biomni Biomedical AI Agent
Executes complex autonomous research tasks across genomics, drug discovery, and clinical analysis using integrated biomedical databases.
ESM Protein Engineering Toolkit
Empowers protein research and design using state-of-the-art ESM3 and ESM C language models for sequence generation, structure prediction, and representation learning.
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