Step-by-step guides and walkthroughs for common tasks and workflows.
This directory contains practical, hands-on tutorials that guide users through specific tasks. Each tutorial focuses on a single workflow or feature with clear examples and expected outcomes.
- Installation - System installation guide
- Environment Setup - Python environment configuration
- GPU Setup - GPU configuration for training and ranking
- Config Basics - Configuration fundamentals
- Experiment Config Guide - Experiment configuration files
- Config Examples - Example configurations
- Advanced Config - Advanced configuration techniques
- Training README - TRAINING module overview
- Intelligent Training Tutorial - Automated pipeline workflow
- Auto Target Ranking - Auto-discover and rank targets
- Model Training Guide - Manual training workflow
- Feature Selection Tutorial - Manual feature selection
- Walk-Forward Validation - Validation workflow
- E2E Test Command - End-to-end testing guide
- Testing Quick Reference - Quick testing reference
- Data Processing README - DATA_PROCESSING module overview
- First Pipeline Run - Run your first pipeline
- Data Processing Walkthrough - Data pipeline guide
- Feature Engineering Tutorial - Feature creation
- Refactoring & Wrappers - Understanding modular structure
- Simple Pipeline Usage - Simplified pipeline usage
- New Users - Start with Setup, then Configuration, then Training
- Quants/Researchers - Training tutorials, Pipeline tutorials
- ML Engineers - All tutorials for comprehensive understanding
- Executive Documentation - High-level overviews
- Reference Documentation - Technical reference
- Technical Documentation - Deep technical details