Data Science & ML Claudeスキル
data science & ml向けのClaudeスキルを発見してください。53個のスキルを閲覧し、AIワークフローに最適な機能を見つけましょう。
Biomni Biomedical Research Agent
Automates complex biomedical research tasks including genomics, drug discovery, and clinical analysis through autonomous reasoning and code execution.
Datamol Cheminformatics
Simplifies molecular cheminformatics and drug discovery workflows using a Pythonic wrapper for RDKit.
Gtars Genomic Analysis Toolkit
Processes and analyzes high-performance genomic interval data using Rust-powered algorithms and Python bindings.
ESM Protein Design & Modeling
Enables advanced protein engineering through generative design, structure prediction, and high-performance embeddings using ESM3 and ESM C models.
PDF Processing Toolkit
Simplifies PDF manipulation, data extraction, and document generation using industry-standard Python libraries and CLI tools.
DiffDock Molecular Docking
Predicts 3D protein-ligand binding poses using state-of-the-art diffusion models for structure-based drug discovery.
Universal Data Transformation
Transforms, cleans, and reshapes complex datasets locally using industry-standard Python libraries like pandas and numpy.
Histolab Pathology Toolkit
Processes and prepares gigapixel whole slide images for digital pathology and machine learning workflows.
PyHealth - Healthcare AI Toolkit
Develops and deploys specialized machine learning models for healthcare using clinical datasets and medical coding systems.
SimPy Simulation
Builds and optimizes complex discrete-event simulations using the SimPy framework for Python.
Bioinformatics & Genomics Toolkit (gget)
Provides unified access to 20+ genomic databases for sequence analysis, protein structure prediction, and rapid bioinformatics queries.
Datamol Cheminformatics
Simplifies complex molecular informatics workflows by providing a Pythonic interface for RDKit with sensible defaults and built-in parallelization.
Datamol Cheminformatics
Simplifies molecular cheminformatics workflows by providing a Pythonic abstraction layer over RDKit for drug discovery and molecular analysis.
Chroma Vector Database
Integrates the open-source embedding database to build AI-native applications with semantic search and retrieval-augmented generation (RAG) capabilities.
Histolab Digital Pathology
Automates tissue detection and tile extraction from gigapixel histopathology images for computational pathology deep learning pipelines.
gget Bioinformatics Toolkit
Provides unified access to 20+ genomic databases and analysis methods for rapid bioinformatics research and sequence analysis.
Biopython Bioinformatics Toolkit
Streamlines computational molecular biology tasks including sequence analysis, NCBI database integration, and structural protein modeling.
SimPy Simulation Modeling
Builds discrete-event simulation models in Python to analyze complex systems involving queues, resources, and time-based processes.
Datamol Cheminformatics
Simplifies molecular cheminformatics and drug discovery workflows with a Pythonic abstraction layer over RDKit.
Arboreto GRN Inference
Infers gene regulatory networks from transcriptomics data using scalable GRNBoost2 and GENIE3 algorithms.
Chroma Vector Database
Manages local and self-hosted vector embeddings for RAG-based AI applications and semantic search.
Biopython Bioinformatics Toolkit
Provides specialized tools for biological computation, sequence analysis, and programmatic access to NCBI databases using Biopython.
Cirq Quantum Computing
Builds, simulates, and executes quantum circuits using Google’s open-source framework for NISQ-era quantum computers.
Cirq Quantum Computing
Designs, simulates, and executes quantum circuits on simulators and real quantum hardware using Google's Cirq framework.
Biopython Molecular Biology
Performs advanced biological computation, sequence analysis, and programmatic access to NCBI databases using Python.
PyHealth Clinical AI Toolkit
Develops, tests, and deploys machine learning models for clinical healthcare data using standardized pipelines and specialized medical architectures.
Astropy Research & Data Analysis
Simplifies astronomical data processing and astrophysical calculations using the core Python Astropy library.
Gemini CLI Integration
Integrates Google's Gemini models into Claude Code for advanced reasoning and multi-model code analysis.
Cirq Quantum Computing
Develops, simulates, and optimizes quantum circuits for execution on diverse quantum hardware and high-performance simulators.
Datamol Cheminformatics
Simplifies molecular cheminformatics and drug discovery workflows using a Pythonic interface for RDKit.
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