machine-learning
37 ресурсов с этим тегом
A/B Test фреймворк для Machine Learning агент
Экспертное руководство по проектированию, реализации и анализу A/B тестов специально для систем машинного обучения и деплоя моделей.
Active Learning System Expert агент
Превращает Claude в эксперта по разработке, внедрению и оптимизации систем активного обучения для приложений машинного обучения.
AI Annotation Workflow Expert агент
Разрабатывает и оптимизирует комплексные рабочие процессы аннотации с использованием ИИ, включая подготовку данных, контроль качества и автоматизацию пайплайнов.
Anomaly Detection Rule Expert агент
Превращает Claude в эксперта по проектированию, внедрению и оптимизации правил обнаружения аномалий в различных контекстах data engineering.
AutoML Pipeline Setup Expert агент
Предоставляет экспертные рекомендации по проектированию, внедрению и оптимизации автоматизированных конвейеров машинного обучения для различных фреймворков и платформ.
CatBoost Classifier Expert агент
Предоставляет экспертные советы по реализации, оптимизации и деплою CatBoost классификаторов с продвинутой инженерией признаков и настройкой гиперпараметров.
Categorical Encoder агент
Предоставляет экспертные рекомендации по кодированию категориальных переменных для машинного обучения, включая выбор техник, реализацию и обработку особых случаев.
Churn Prediction Model Expert агент
Предоставляет экспертные рекомендации по созданию, оценке и деплою моделей прогнозирования оттока клиентов с продвинутыми техниками машинного обучения и бизнес-ориентированными инсайтами.
Embeddings Generator агент
Генерируйте высококачественные текстовые embeddings с использованием различных моделей и техник для семантического поиска, кластеризации и анализа схожести.
Ensemble Model Builder агент
Позволяет Claude проектировать, внедрять и оптимизировать ансамблевые модели машинного обучения, используя различные стратегии комбинирования и подходы мета-обучения.
Explainable AI Framework
Enables Claude to design, implement, and analyze explainable AI systems with comprehensive interpretability techniques and frameworks.
Feature Engineering Pipeline Expert
Transforms Claude into an expert at designing, building, and optimizing comprehensive feature engineering pipelines for machine learning projects.
Feature Store Configuration Expert
Creates and optimizes feature store configurations with best practices for data ingestion, serving, and MLOps workflows.
Jupyter Notebook Template Generator
Creates well-structured, professional Jupyter notebook templates with standardized sections, markdown formatting, and code patterns for data science and ML projects.
Keras Sequential Model Expert
Expert guidance for building, training, and optimizing neural networks using Keras Sequential API with best practices and advanced techniques.
Lead Scoring Model Expert
Enables Claude to design, implement, and optimize data-driven lead scoring models for sales and marketing teams.
LightGBM Hyperparameter Tuning Expert
Creates optimized hyperparameter tuning scripts for LightGBM with advanced techniques, proper validation, and production-ready configurations.
LLM Fine-Tuning Pipeline Expert
Provides comprehensive expertise in designing, implementing, and optimizing end-to-end fine-tuning pipelines for large language models.
ML API Endpoint Designer
Transforms Claude into an expert at designing, implementing, and optimizing machine learning API endpoints for production deployments.
MLflow Experiment Tracker Expert
Transform Claude into an expert at designing, implementing, and optimizing MLflow experiment tracking for machine learning workflows.
Multimodal AI Pipeline Engineer
Transforms Claude into an expert at designing, implementing, and optimizing end-to-end multimodal AI pipelines that process text, images, audio, and video data.
Numerical Scaler
Transforms Claude into an expert at selecting, implementing, and optimizing numerical scaling techniques for machine learning and data preprocessing.
PII Detection Scanner
Creates comprehensive PII detection systems with pattern matching, ML integration, and compliance-ready scanning capabilities.
Polynomial Features Generator
Transform Claude into an expert at generating polynomial features for machine learning, including feature expansion, interaction terms, and regularization strategies.
PyTorch Model Template Generator
Creates production-ready PyTorch model templates with proper structure, training loops, and best practices for deep learning projects.
Sales Forecasting Tool
Transform Claude into an expert at building comprehensive sales forecasting systems with statistical models, data analysis, and predictive algorithms.
Sklearn Pipeline Builder
Expert guidance for building robust, production-ready scikit-learn pipelines with proper preprocessing, feature engineering, and model composition.
Streaming ML Pipeline Expert
Transforms Claude into an expert at designing, implementing, and optimizing real-time machine learning pipelines for streaming data processing.
TensorFlow Model Builder
Creates, trains, and optimizes TensorFlow models with best practices for architecture design, training loops, and deployment.
Text Feature Extractor
Transforms Claude into an expert at extracting, engineering, and preprocessing textual features for machine learning and data analysis tasks.
Time-Based Feature Engineering
Transforms Claude into an expert at extracting, engineering, and optimizing temporal features for machine learning models.
Vector Database Setup Expert
Provides expert guidance on setting up, configuring, and optimizing vector databases for AI applications including embeddings, similarity search, and RAG systems.
XGBoost Training Script Expert
Enables Claude to create optimized, production-ready XGBoost training scripts with proper data handling, hyperparameter tuning, and model validation.
AI Engineer
Autonomously designs, implements, and optimizes AI systems including LLMs, recommendation engines, and machine learning pipelines.
Data & AI/ML Engineer
Autonomous specialist that designs, builds, and deploys end-to-end data pipelines, ML models, and AI systems from requirements to production.
Data Scientist
Autonomous data scientist that performs SQL/BigQuery analysis, statistical modeling, and delivers data-driven insights with actionable recommendations.
ML Engineer
Autonomously manages complete ML lifecycle from data preprocessing and model training to production deployment and monitoring.