Data Science & ML Claude 스킬

Nixtla Benchmark Reporter

Generates detailed markdown reports and regression analysis from forecasting accuracy metrics to automate model benchmarking.

Market Risk Analyzer

Analyzes investment risk and determines optimal position sizing using advanced financial metrics like Value at Risk and volatility forecasting.

UMAP Dimensionality Reduction

Implements high-performance nonlinear dimensionality reduction for complex data visualization and clustering.

ClinicalTrials.gov Database Explorer

Queries the ClinicalTrials.gov API v2 to retrieve, filter, and export comprehensive clinical trial data for medical research and analysis.

Data Anomaly Detection

Identifies unusual patterns and outliers in datasets using advanced machine learning algorithms like Isolation Forest and One-Class SVM.

ClinicalTrials.gov Explorer

Accesses the ClinicalTrials.gov API v2 to search, filter, and export comprehensive global clinical study data for research and analysis.

Data Visualization Creator

Generates professional charts, plots, and graphs from raw data using intelligent visualization selection and analysis.

Transfer Learning Adapter

Automates the adaptation and fine-tuning of pre-trained machine learning models for new tasks and datasets.

Automated Data Preprocessing Pipeline

Automates the creation and execution of data cleaning and ETL pipelines to prepare datasets for machine learning and analysis.

Nixtla Skills Bootstrap

Installs and manages specialized Nixtla data science and time-series forecasting skills for the Claude Code environment.

Nixtla Skills Index

Catalogues and manages your suite of Nixtla time-series forecasting skills to provide instant discovery and selection guidance.

Experiment Tracking Setup

Automates the configuration and integration of machine learning experiment tracking tools like MLflow and Weights & Biases.

Machine Learning Model Explainability

Provides deep insights into machine learning model predictions and behavior using interpretability techniques like SHAP and LIME.

DrugBank Research & Informatics

Analyzes and extracts pharmaceutical data from the DrugBank database to support drug discovery, pharmacology research, and chemical property analysis.

ML Experiment Tracking Setup

Automates the configuration and integration of MLflow and Weights & Biases for machine learning experiment management.

Excel & Spreadsheet Mastery

Automates professional spreadsheet creation, data analysis, and financial modeling with robust formula verification and formatting.

Excel Pivot Wizard

Generates professional Excel pivot tables and visualizations from raw data using natural language commands.

Computer Vision Processor

Automates image analysis and computer vision tasks including object detection, classification, and segmentation.

Nixtla Arbitrage Detector

Identifies and analyzes profitable arbitrage opportunities between Polymarket and Kalshi prediction markets.

Nixtla Batch Forecaster

Forecasts multiple time series in parallel using TimeGPT to optimize throughput and portfolio analysis.

Excel Variance Analyzer

Automates budget vs. actual financial variance analysis in Excel with professional flagging and executive commentary.

Benchling Integration

Integrates Benchling's life sciences R&D platform to automate lab data management, registry entities, and inventory workflows.

Financial Modeling Suite

Generates advanced financial models including DCF analysis, Monte Carlo simulations, and scenario planning for investment decisions.

Sentiment Analysis Tool

Analyzes the emotional tone and polarity of text data to classify content as positive, negative, or neutral.

Nixtla Schema Mapper

Transforms diverse data sources into Nixtla-compatible formats for time-series forecasting and analysis.

Nixtla Experiment Architect

Orchestrates production-ready forecasting experiments and model benchmarking using the Nixtla ecosystem.

Financial Modeling Suite

Generates professional-grade financial models including DCF analysis, Monte Carlo simulations, and risk assessment scenarios for investment decision-making.

deepTools NGS Analysis

Analyzes and visualizes high-throughput sequencing data including ChIP-seq, RNA-seq, and ATAC-seq using the deepTools suite.

AI Model Versioning Tracker

Tracks and manages AI/ML model versions, performance metrics, and lineage directly within your development environment.

AI Model Registry Maintainer

Manages and updates AI model registries, pricing data, and feature capabilities within the MassGen backend ecosystem.