Data Science & ML Agent Skills
Discover Agent Skills for data science & ml. Browse 61skills for Claude, ChatGPT & Codex.
Plotly Scientific Visualization
Generates interactive, publication-quality scientific and statistical charts using the Plotly Python library.
Biopython Bioinformatics
Simplifies molecular biology tasks using the Biopython library for sequence analysis, structural bioinformatics, and database integration.
NetworkX Graph Analysis
Simplifies the creation, manipulation, and analysis of complex network structures and graph algorithms in Python.
PyOpenMS Mass Spectrometry
Simplifies mass spectrometry data analysis by providing Pythonic access to the OpenMS library for proteomics and metabolomics workflows.
Pinecone Vector Database Integration
Streamlines the implementation and management of Pinecone vector databases for production-grade AI and RAG applications.
ENA Bioinformatics Database
Accesses and retrieves genomic data from the European Nucleotide Archive (ENA) via REST APIs and FTP for bioinformatics pipelines.
Biopython Molecular Biology
Performs advanced biological computation, sequence analysis, and programmatic access to NCBI databases using Python.
Chroma Vector Database
Manages local and self-hosted vector embeddings for RAG-based AI applications and semantic search.
FluidSim CFD Framework
Simulates complex fluid dynamics using high-performance Python pseudospectral methods for Navier-Stokes and geophysical flow equations.
PyHealth Clinical AI Toolkit
Develops and deploys specialized machine learning models for healthcare using clinical datasets, medical coding systems, and deep learning architectures.
gget Bioinformatics Toolkit
Provides unified access to 20+ genomic databases and analysis methods for rapid bioinformatics research and sequence analysis.
FluidSim CFD Framework
Simulates high-performance fluid dynamics using pseudospectral methods and Python-based HPC workflows.
Cirq Quantum Computing
Develops, simulates, and optimizes quantum circuits for execution on diverse quantum hardware and high-performance simulators.
DiffDock Molecular Docking
Predicts high-accuracy 3D protein-ligand binding poses using diffusion-based deep learning for structure-based drug discovery.
COBRApy Metabolic Modeling
Performs constraint-based metabolic modeling and simulation for systems biology and metabolic engineering applications.
Arboreto GRN Inference
Infers gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.
Hypogenic Scientific Hypothesis Generator
Automates the generation, refinement, and testing of scientific hypotheses using data-driven insights and literature integration.
Cirq Quantum Computing
Designs, simulates, and executes quantum circuits on simulators and real quantum hardware using Google's Cirq framework.
NeuroKit2 Biosignal Analysis
Processes and analyzes complex physiological signals including ECG, EEG, and EDA using a comprehensive Python toolkit.
Plotly Data Visualization
Generates interactive, publication-quality data visualizations and dashboards using the Plotly Python library.
Biopython Bioinformatics Toolkit
Streamlines computational molecular biology tasks including sequence analysis, NCBI database integration, and structural protein modeling.
DiffDock Molecular Docking
Predicts high-accuracy 3D binding poses of small molecule ligands to protein targets using state-of-the-art diffusion models.
Biomni Biomedical Agent
Executes complex autonomous biomedical research tasks including genomics, drug discovery, and clinical data analysis.
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.
Biomni Biomedical Research Agent
Automates complex biomedical research tasks including genomics, drug discovery, and clinical data analysis using an autonomous AI agent framework.
AI Multimodal Processing
Processes and generates audio, video, images, and complex documents using Google Gemini's advanced multimodal API capabilities.
NCBI GEO Genomics Database
Accesses and analyzes gene expression and functional genomics data from the NCBI Gene Expression Omnibus repository.
Histolab Digital Pathology Toolkit
Processes digital pathology whole slide images by automating tissue detection, tile extraction, and preprocessing for machine learning pipelines.
Gtars Genomic Toolkit
Accelerates genomic interval analysis and machine learning preprocessing using a high-performance Rust-based toolkit with Python bindings.
EdgarTools SEC Analysis
Queries and analyzes SEC filings and financial statements for deep financial research and company data extraction.
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