Discover Agent Skills for data science & ml. Browse 53skills for Claude, ChatGPT & Codex.
Deploys and trains sophisticated neural networks across distributed sandbox environments using various architectures and federated learning techniques.
Identifies and resolves memory exhaustion issues in Python and PyTorch applications, specifically targeting matplotlib figures and tensor accumulation.
Enforces adherence to PRISM architectural patterns by validating the implementation of Runner and Trainer classes during refactoring.
Assists medical professionals by extracting symptoms from natural language, identifying potential diagnoses, and suggesting clinical next steps.
Implements adaptive learning systems to enable AI agents to recognize patterns, optimize strategies, and improve continuously through experience.
Implements professional-grade trend-following strategies, volatility targeting, and multi-scale momentum indicators for financial data analysis.
Builds robust Retrieval-Augmented Generation (RAG) systems using vector databases and semantic search to ground AI responses in external data.
Automates the creation of robust data ingestion providers using standardized patterns for registry mapping, storage abstraction, and metadata tracking.
Queries and analyzes personal book libraries from Goodreads CSV exports to provide reading insights and statistics.
Optimizes LangGraph application performance by iteratively refining prompts and node-level processing logic based on quantitative evaluation criteria.
Orchestrates end-to-end MLOps pipelines from data preparation and model training to production deployment and monitoring.
Interacts with diverse large language models through a command-line interface to perform tasks like prompt execution, data extraction, and embedding management.
Converts audio files into high-quality timestamped transcriptions using NVIDIA's Parakeet model optimized for Apple Silicon.
Builds and analyzes phylogenetic trees using distance-based, maximum likelihood, and Bayesian inference methods.
Implements comprehensive audio processing and text-to-speech generation using the Google Gemini API.
Develops predictive player projection models using specialized feature engineering and sports-specific machine learning validation techniques.
Implements the System Skill Pattern to build persistent, data-driven CLI tools that evolve through continuous user interaction.
Detects PII, anonymizes sensitive information, and ensures regulatory compliance during synthetic data generation and processing.
Provides expert guidance for conducting and reviewing Matching-Adjusted Indirect Comparisons (MAIC) in clinical data analysis.
Generates text-based visualizations and comprehensive reports to analyze the relationship between typographic errors and semantic drift in experimental data.
Implements robust evaluation frameworks for Large Language Model applications using automated metrics, human feedback, and statistical testing.
Provides expert methodological guidance and implementation patterns for conducting rigorous Simulated Treatment Comparisons (STC) in clinical trial analysis.
Automates hyperparameter tuning and model selection using intelligent search strategies like Bayesian optimization.
Manages complex Excel workbooks with automated formula creation, financial modeling standards, and data analysis.
Generates cinematic video transitions and morphing animations between two keyframe images using Google’s Veo 3.1 via fal.ai.
Automates complex time-series forecasting pipelines including trend analysis, seasonality detection, and multi-model predictions.
Provides expert methodological guidance and implementation patterns for Multilevel Network Meta-Regression (ML-NMR) in evidence synthesis.
Configures Google ADK bidirectional streaming to build low-latency, multimodal AI agents with real-time voice and video capabilities.
Integrates multiple LLM providers using isolated interfaces and normalized data structures for consistent AI implementation.
Constructs sophisticated, stateful AI agent workflows and graph-based logic using LangGraph best practices.
Scroll for more results...