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calfcv documentation

  • Getting Started
  • User Guide
  • Design Goals
  • API Reference
  • CalfCV Examples Gallery
    • Release Checklist & Workflow
    • GitHub Actions CI/CD Architecture
  • Getting Started
  • User Guide
  • Design Goals
  • API Reference
  • CalfCV Examples Gallery
  • Release Checklist & Workflow
  • GitHub Actions CI/CD Architecture

CalfCV documentation#

calfcv provides discrete step-forward feature selection and integer weighting for linear classification models in Scikit-Learn workflows.

User Documentation

  • Getting Started
    • Installation
    • Basic Usage
  • User Guide
    • Overview
    • Mathematical Background
    • Pipeline Patterns & Preprocessing
    • Estimator Selection: Calf vs. CalfCV
    • Handling Multiclass Targets
    • Feature Selection & Early Stopping (auc_tol)
  • Design Goals
    • Core Mathematical Lineage
    • Architectural Modernization & Guardrails
    • References
  • API Reference
    • Estimators
  • CalfCV Examples Gallery
    • Gallery Highlights

Developer Guide

  • Release Checklist & Workflow
    • Pre-Release Verification
    • Version & Changelog Update
    • Commit, Tag, and Publish
  • GitHub Actions CI/CD Architecture
    • Architectural Rationale
    • Workflow Reference
    • Maintenance Guidelines

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Getting Started

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