Data Science & ML Claude 技能

Biopython Bioinformatics Toolkit

Provides specialized tools for biological computation, sequence analysis, and programmatic access to NCBI databases using Biopython.

Biopython Bioinformatics

Simplifies molecular biology tasks using the Biopython library for sequence analysis, structural bioinformatics, and database integration.

Biopython Bioinformatics Toolkit

Streamlines computational molecular biology tasks including sequence analysis, NCBI database integration, and structural protein modeling.

bioRxiv Database Search

Accesses and searches the bioRxiv preprint server to retrieve life sciences research metadata and download full-text PDFs.

BioRxiv Search & Retrieval

Automates searching, metadata extraction, and PDF downloads from the bioRxiv preprint server for life sciences research.

Astropy Astronomical Analysis

Facilitates advanced astronomical research and data processing through Python-based coordinate transforms, FITS manipulation, and cosmological modeling.

DNAnexus Genomics Integration

Develops, deploys, and manages genomics pipelines and biomedical data on the DNAnexus cloud platform.

Astropy Research & Data Analysis

Simplifies astronomical data processing and astrophysical calculations using the core Python Astropy library.

Astropy Mastery

Streamlines astronomical data analysis and astrophysical calculations using the core Astropy Python library.

PyTorch ATen Dispatch V2 Converter

Automates the migration of legacy PyTorch AT_DISPATCH macros to the modern AT_DISPATCH_V2 API.

Financial Modeling Suite

Generates sophisticated financial models including DCF analysis, Monte Carlo simulations, and sensitivity testing for investment decision-making.

Model Registry Maintainer

Manages AI model configurations, pricing, and capabilities within backend registries for LLM-powered applications.

PyTorch AT_DISPATCH_V2 Converter

Migrates legacy PyTorch AT_DISPATCH macros to the modern Dispatch_v2 format in ATen C++ codebases.

Benchling R&D Integration

Automates life sciences research workflows by integrating Benchling's registry, inventory, and notebook systems via Python SDK and REST API.

ClinicalTrials.gov Search & Analytics

Queries the ClinicalTrials.gov API v2 to search for trials, analyze research trends, and extract detailed study data.

Moon Dev AI Trading Agents

Orchestrates a fleet of over 48 specialized AI agents to automate cryptocurrency trading, market analysis, and backtesting across multiple exchanges.

ClinicalTrials.gov Database Navigator

Queries the ClinicalTrials.gov API v2 to search, filter, and extract global clinical study data for medical research and patient matching.

Arboreto GRN Inference

Infers gene regulatory networks (GRNs) from transcriptomics data using scalable algorithms like GRNBoost2 and GENIE3.

Arboreto Gene Regulatory Network Inference

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

Moon Dev AI Trading Agents

Orchestrates over 48 specialized AI agents for autonomous cryptocurrency trading, market analysis, and backtesting across multiple exchanges.

Arboreto GRN Inference

Infers large-scale gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.

ClinicalTrials.gov Database Connector

Queries the ClinicalTrials.gov API v2 to search, retrieve, and analyze clinical trial data for research and patient matching.

OpenAlex Academic Database

Queries and analyzes over 240 million scholarly works, authors, and institutions via the OpenAlex API.

Scanpy Single-Cell Analysis

Performs comprehensive single-cell RNA-seq analysis including quality control, clustering, and cell type annotation using the Scanpy framework.

DrugBank Database Analysis

Provides programmatic access and comprehensive analysis of the DrugBank database for pharmaceutical research and bioinformatics workflows.

Aeon Time Series Machine Learning

Provides specialized algorithms and workflows for advanced time series tasks including forecasting, classification, and anomaly detection.

Arboreto GRN Inference

Infers gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.

ClinicalTrials.gov Database

Queries the ClinicalTrials.gov API to search for medical studies, retrieve trial details, and export structured clinical research data.

DrugBank Database Integration

Accesses and analyzes comprehensive pharmaceutical data from DrugBank, including drug properties, interactions, targets, and chemical structures.

Data Visualization Plots

Generates publication-quality scientific visualizations and data plots locally using Python's Matplotlib and Seaborn libraries.