MaxFrame Learn

This document provides a comprehensive reference for MaxFrame’s machine learning capabilities, including:

• Machine learning algorithms

• Large Language Model (LLM) operations

• Related utility functions and classes

The following APIs are available through the maxframe.learn.* namespace. Note that some experimental features may undergo changes in future releases.

• Clustering
  • Classes
  • Functions
• Datasets
  • Sample generator
• LightGBM Integration
  • Data Structure
  • Training
  • Callbacks
  • Scikit-learn API
• LLM Integration
  • LLM Models
  • Custom Model Configuration
  • Text Generate Functions
• Metrics
  • Classification Metrics
  • Regression Metrics
  • Pairwise metrics
• Model Selection
  • Splitter Classes
  • Splitter Functions
• Preprocessing
  • Transform Classes
  • Transform Functions
• Utilities
  • maxframe.learn.utils.check_consistent_length
• XGBoost Integration
  • Data Structure
  • Training
  • Callbacks
  • Scikit-learn API