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。61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。
Causal Placebo Analysis
Validates causal inference models by performing placebo-in-time sensitivity tests to ensure detected effects are not spurious.
CausalPy Dataset Loader
Accesses built-in example datasets for causal inference and quasi-experimental modeling.
Crypto Arbitrage Finder
Identifies and analyzes profitable cryptocurrency arbitrage opportunities across CEX, DEX, and cross-chain markets in real-time.
Feature Importance Analyzer
Analyzes and identifies the most impactful variables in machine learning models to improve interpretability and performance.
ML Feature Engineering Helper
Automates the transformation, scaling, and selection of data features to optimize machine learning model performance and accuracy.
TensorFlow Model Trainer
Streamlines the creation, training, and optimization of TensorFlow machine learning models with production-grade code and automated best practices.
TensorFlow SavedModel Creator
Streamlines the process of exporting, optimizing, and deploying TensorFlow models using the industry-standard SavedModel format.
Crypto Trading Strategy Backtester
Validates cryptocurrency and traditional trading strategies against historical data to calculate risk-adjusted performance metrics.
Lindy Agent Hello World
Bootstraps minimal Lindy AI agent integrations to verify API connectivity and learn core SDK patterns.
DART Python Physics Simulation
Simplifies the development and integration of DART physics engine simulations using Python bindings.
ROC Curve Plotter
Generates professional ROC curves and calculates AUC metrics to evaluate machine learning classification model performance.
LangChain Chains & Prompts
Architects production-ready LangChain workflows using LCEL, dynamic prompt templates, and complex composition patterns.
Time Series Forecaster
Analyzes historical time-dependent data to predict future trends and patterns using advanced statistical models.
Kling AI Text to Video
Generates high-quality cinematic videos from text descriptions using Kling AI's advanced generative models.
Regression Analysis Helper
Streamlines the creation, validation, and implementation of regression models for advanced statistical data analysis.
Triton Inference Configuration
Automates the generation and optimization of NVIDIA Triton Inference Server configurations for high-performance ML model serving.
LangChain Error Diagnosis
Diagnoses and resolves common LangChain errors, exceptions, and integration issues to streamline AI application development.
Dagster Pipeline Creator
Generates and optimizes production-ready Dagster data pipelines for orchestration, ETL, and data transformation workflows.
Data Augmentation Pipeline
Automates the creation and optimization of data augmentation pipelines to improve machine learning model performance and robustness.
Deepgram Quick Start
Generates a minimal, functional Deepgram speech-to-text implementation for rapid prototyping and API testing.
Statistical Significance Calculator
Calculates and interprets statistical significance for experimental data and A/B testing directly within the Claude Code environment.
LangChain Rate Limiter
Manages API quotas and request throughput for LangChain applications using advanced rate limiting and backoff strategies.
Chart Type Recommender
Recommends and implements the most effective data visualizations based on your dataset's structure and analytical goals.
Plotly Chart Generator
Generates interactive, production-ready Plotly visualizations and data dashboards directly within your development workflow.
MLflow Tracking Setup
Automates the configuration and implementation of MLflow experiment tracking for machine learning workflows.
LangChain Migration Deep Dive
Provides comprehensive strategies and code patterns for migrating legacy LLM applications to the LangChain framework.
Deepgram Audio Transcription Workflow
Implements high-performance pre-recorded speech-to-text transcription using Deepgram’s Nova-2 AI model.
Model Checkpoint Manager
Automates the implementation of robust model checkpointing strategies to ensure resilient and reproducible machine learning training workflows.
Model Versioning Manager
Automates machine learning model versioning and MLOps workflows to ensure consistent, reproducible deployment cycles.
LangChain Agentic Workflows & Tools
Builds autonomous LangChain agents capable of tool calling and multi-step decision-making workflows.
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