m2cgen: Generate Native Code from ML Models Without Python Dependencies

m2cgen solves a critical production challenge: converting scikit-learn models into standalone native code for 12+ languages (Java, Go, C#, Rust, etc.) without requiring Python in production environments. This eliminates the complexity of Flask APIs, pickle serialization, and manual model rewriting, enabling inline predictions without network latency or external dependencies. For enterprise systems with strict runtime constraints, this transforms ML deployment from a complex integration problem into a simple code generation task.