Data Science & ML Claude 技能
发现data science & ml类别的 Claude 技能。浏览 61 个技能，找到适合您 AI 工作流程的完美功能。
Ollama Local AI Setup
Automates the installation and configuration of Ollama for local LLM deployment and cost-free AI development within Claude Code.
TorchServe Config Generator
Automates the creation of optimized configuration files for deploying PyTorch models via TorchServe.
Machine Learning Model Evaluation Suite
Assesses machine learning model performance through comprehensive metric analysis, including accuracy, precision, and F1-scores.
Classification Model Builder
Automates the end-to-end process of building, training, and evaluating machine learning classification models within Claude Code.
Multi-Agent Orchestrator
Orchestrates complex multi-agent systems and intelligent task routing using the Vercel AI SDK v5.
Text Sentiment Analyzer
Analyzes the emotional tone of text data to classify content as positive, negative, or neutral for enhanced data insights.
NLP Text Analyzer
Analyzes text data to extract sentiment, keywords, and topics using advanced natural language processing techniques.
Clustering Algorithm Runner
Executes unsupervised machine learning algorithms to discover patterns and group data points within complex datasets.
ML Model Trainer
Automates the end-to-end machine learning workflow from dataset analysis and model selection to training and artifact persistence.
Time Series Forecaster
Forecasts future values and identifies temporal patterns in historical data using advanced statistical modeling.
Machine Learning Model Evaluation Suite
Evaluates machine learning model performance using comprehensive metrics like accuracy, precision, and F1-score to ensure model quality.
Automated Data Preprocessing Pipeline
Streamlines data cleaning, transformation, and validation through automated pipelines to prepare raw datasets for machine learning and analysis.
Transfer Learning Model Adapter
Automates the fine-tuning and adaptation of pre-trained machine learning models for specific datasets and tasks.
Classification Model Builder
Automates the end-to-end creation, training, and evaluation of supervised classification models from labeled datasets.
NLP Text Analyzer
Performs advanced natural language processing to extract sentiment, keywords, and topics from any textual data.
LLM Prompt Optimizer
Refines LLM prompts to minimize token usage, reduce operational costs, and maximize output quality through intelligent rewriting.
Firebase Genkit Production Expert
Architects, implements, and deploys production-grade AI applications using Firebase Genkit across Node.js, Python, and Go.
AI Recommendation Engine
Constructs sophisticated recommendation systems using collaborative filtering, content-based filtering, and hybrid approaches to personalize user experiences.
Time Series Forecaster
Analyzes historical temporal data to predict future trends and seasonal patterns using advanced statistical modeling.
Neural Network Builder
Builds and configures custom neural network architectures including CNNs, RNNs, and Transformers directly within Claude Code.
Excel Pivot Wizard
Automates the creation of professional Excel pivot tables and data visualizations using natural language commands.
Model Evaluation Suite
Evaluates machine learning models using a comprehensive suite of performance metrics to ensure accuracy and reliability.
Dataset Splitter
Partitions datasets into training, validation, and testing sets to streamline machine learning model development.
Machine Learning Feature Engineering
Automates the creation, selection, and transformation of data features to optimize machine learning model performance.
Dataset Splitter
Automates the partitioning of datasets into training, validation, and testing sets for machine learning development.
Machine Learning Model Trainer
Trains, evaluates, and persists machine learning models using automated workflows for classification and regression tasks.
Machine Learning Feature Engineering
Automates the creation, selection, and transformation of data features to optimize machine learning model performance and accuracy.
Hyperparameter Tuner & Optimizer
Optimizes machine learning model performance by automatically searching for the most effective hyperparameter configurations.
Data Anomaly Detection
Identifies outliers and unusual patterns in datasets using machine learning to uncover fraud, security threats, or system irregularities.
Time Series Forecasting
Predicts future values and identifies temporal patterns in historical data using advanced statistical models like ARIMA and Prophet.
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