Learn about the three important software design principles for an easy-to-use deep learning framework: design end-to-end workflows, minimize cognitive load, and prioritize interaction over documentation. Understand why user experience is crucial for open-source software and how deep learning frameworks like TensorFlow, PyTorch, and JAX invest heavily in user experience.
Table of contents
The three software design principles I learned as an open-source contributorWhy user experience is important for open-source softwareAll deep learning frameworks invest heavily in user experienceInvesting in user experience is of high ROIThe three principlesPrinciple 1: Design end-to-end workflowsPrinciple 2: Minimize cognitive loadPrinciple 3: Interaction over documentationFinal words10 Impressions