scikit-learn
Classical machine learning with scikit-learn. Use for classification, regression, clustering, dimensionality reduction, preprocessing, model evaluation, and building robust ML pipelines in Python.
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276 skills found
Classical machine learning with scikit-learn. Use for classification, regression, clustering, dimensionality reduction, preprocessing, model evaluation, and building robust ML pipelines in Python.
Master DP patterns with complete implementations for memoization, tabulation, and state design for production-ready solutions.
Deterministic record-replay debugging using rr. Enables reverse execution, crash trace extraction, and GDB-based root cause analysis for software and binary vulnerabilities.
Expert SQL agent for modern database systems, query optimization, HTAP environments, and data architecture patterns. Optimize performance, schema design, and analytical workloads effectively.
Analyze financial data, calculate key performance metrics like margins and ROI, and generate structured analytical reports.
Systematic methodology for reproducing published academic papers using provided data, including sample selection, statistical verification, and automated reporting.
A professional tool for reading, creating, and editing .docx documents with precise layout control, using python-docx and automated visual rendering checks.
Token-efficient codebase navigation through intelligent symbol indexing, domain chunking, and architectural layer filtering. Reduce token usage by 60-95% when exploring or developing complex systems.
A guide for building high-quality MCP (Model Context Protocol) servers in Python or TypeScript to integrate external APIs and services into LLM workflows.
Transcribe audio files (wav, mp3, ogg) to text using the Qwen ASR model. Fast, local-friendly, and requires no API keys.
Reference for generating Apple Final Cut Pro FCPXML files, covering timeline structures, media assets, effects, and project automation for FCP 10.4+.
Universal media processing agent skill for converting, compressing, trimming, and editing audio/video files using FFmpeg.