SMLE: Simplify Machine Learning Environments

Stop writing boilerplate. Start training.

SMLE is a lightweight Python framework that automates the “boring stuff” in Machine Learning projects so you can focus on the model. It handles configuration parsing, logging setup, and experiment tracking in a minimal, opinionated way.

See also

Source code available at: https://github.com/blkdmr/smle

Contents

• Introduction
  • Why SMLE?
  • Contributing
  • Roadmap
• Quickstart
  • Installation
  • Basic Usage Steps
• Features
  • Configuration
  • Logger
  • Experiment tracking with Weights & Biases (W&B) in SMLE