Category A: Model Creation

Create ML models from scratch using the APR format.

Recipes

RecipeDescriptionStatus
Create APR from ScratchBuild a minimal APR modelVerified
Linear RegressionCreate a linear regression modelVerified
Decision TreeBuild a decision tree classifierVerified
K-Means ClusteringImplement k-means clusteringVerified
N-gram Language ModelBuild a simple language modelVerified

Learning Objectives

  • Understand the APR format structure
  • Create models programmatically without external frameworks
  • Serialize model weights in the APR binary format
  • Use deterministic seeds for reproducible model creation

Prerequisites

cargo add apr-cookbook

No additional features required for basic model creation.