Data Science & ML Habilidades de Claude
Descubre Habilidades de Claude para data science & ml. Explora 53 habilidades y encuentra las capacidades perfectas para tus flujos de trabajo de IA.
Biomni Biomedical Research Agent
Automates complex biomedical research tasks including genomics, drug discovery, and clinical analysis through autonomous reasoning and code execution.
Gtars Genomic Analysis Toolkit
Processes and analyzes high-performance genomic interval data using Rust-powered algorithms and Python bindings.
Astropy Mastery
Streamlines astronomical data analysis and astrophysical calculations using the core Astropy Python library.
NeuroKit2 Biosignal Processing
Processes and analyzes comprehensive physiological signals including ECG, EEG, and EDA for psychophysiology and clinical research.
scvi-tools Assistant
Analyzes single-cell omics data using the scvi-tools framework for probabilistic modeling and batch correction.
ESM Protein Design & Modeling
Enables advanced protein engineering, sequence generation, and structure prediction using Evolutionary Scale Modeling.
COBRApy Metabolic Modeling
Performs constraint-based reconstruction and analysis of metabolic models for systems biology and metabolic engineering.
ESM Protein Design & Modeling
Enables advanced protein engineering through generative design, structure prediction, and high-performance embeddings using ESM3 and ESM C models.
Excel Analysis
Analyzes Excel spreadsheets, generates pivot tables, and creates data visualizations using Python libraries like pandas and openpyxl.
Hypogenic Research Assistant
Automates scientific hypothesis generation and testing by combining observational data with literature-based insights using large language models.
NetworkX Graph Analysis
Simplifies the creation, manipulation, and analysis of complex networks and graph data structures in Python.
FluidSim CFD Simulation
Simplifies high-performance computational fluid dynamics (CFD) simulations and analysis using Python and pseudospectral methods.
PDF Processing Toolkit
Simplifies PDF manipulation, data extraction, and document generation using industry-standard Python libraries and CLI tools.
Datamol Cheminformatics
Simplifies molecular cheminformatics and drug discovery workflows using a Pythonic wrapper for RDKit.
MarkItDown
Converts diverse file formats including PDF, Office docs, and media into clean, LLM-optimized Markdown.
Biomni Biomedical AI Agent
Automates complex biomedical research tasks including genomic analysis, drug discovery, and clinical interpretation using an autonomous agent framework.
Cirq Quantum Computing
Builds, simulates, and executes quantum circuits using Google’s open-source framework for NISQ-era quantum computers.
Bioinformatics Toolkit (gget)
Retrieves genomic, transcriptomic, and proteomic data from 20+ bioinformatics databases using a unified interface.
Universal Data Transformation
Transforms, cleans, and reshapes complex datasets locally using industry-standard Python libraries like pandas and numpy.
DiffDock Molecular Docking
Predicts 3D protein-ligand binding poses using state-of-the-art diffusion models for structure-based drug discovery.
Biopython Molecular Biology
Streamlines computational molecular biology tasks including sequence analysis, NCBI database queries, and structural bioinformatics using the Biopython toolkit.
Pinecone Vector Database
Integrates and manages Pinecone vector databases for production-grade AI applications and low-latency semantic search.
Gemini AI Integration
Integrates Google's Gemini models into your terminal workflow for advanced code analysis and complex multi-model reasoning.
Plotly Data Visualization
Generates interactive, publication-quality scientific and statistical visualizations using the Plotly Python library.
Histolab Pathology Toolkit
Processes and prepares gigapixel whole slide images for digital pathology and machine learning workflows.
SimPy Simulation Engine
Builds complex discrete-event simulations in Python for modeling processes, resource contention, and time-based systems.
BioServices Bioinformatics Suite
Accesses and integrates data from over 40 bioinformatics web services and databases using a unified Python API.
PyLabRobot Lab Automation
Automates laboratory workflows by controlling liquid handling robots, plate readers, and analytical equipment through a hardware-agnostic Python interface.
deepTools NGS Analysis
Processes and analyzes high-throughput sequencing data to generate publication-quality visualizations and quality control metrics for genomics research.
ToolUniverse Scientific Workflows
Automates complex scientific research workflows and tool discovery across bioinformatics, genomics, and drug discovery domains.
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