📦 Changelog - RegressionMadeSimple

View the project on GitHub

• Added plotting compatibility for Matplotlib
• Small code improvements to ComplexCurves. (Still developing, use at your own risk)
• Added a early Logging class (but did not make any log infos in the actual code (TODO))

• Added support for ComplexCurves (early dev version)

• Added Quadratic and Cubic regression models with clean, user-friendly APIs
• Introduced wrapper.py with LinearRegression.fit(...) interface
• Models support both auto and pre-split data with RMS-style constructor args

• Refined package structure for better modularity and clarity
• Updated __init__.py to expose all new models and wrapper interfaces
• Reinforced options system to support future model configurations

• 🔧 Introduced rms.options for global configuration using SimpleNamespace
• 🧠 Added support for .save(), .load(), and .reset() for RMS options
• 🧪 Configurable Linear constructor: honors rms.options.training + accepts pre-split data

• Internal logic streamlined to use config fallbacks
• Better defaults, simplified structure for future models
• Updated __init__.py to expose config functions

• Added .summary() method to Linear model
• Support for pre-split data in Linear constructor via X_train, y_train, X_test, y_test
• Cleaner, more flexible preworks utilities

• Streamlined logic in Linear and preworks using real-world usage experience
• Renamed/reorganized function names for clarity
• Improved error handling for .plot() and .mse() when test data is unavailable