Building a Gin Config Controlled PyTorch Pipeline with Configurable MLP Variants, Cosine Scheduling, and Runtime Parameter Overrides

In this tutorial, we implement a Gin Config–controlled PyTorch experiment pipeline in which the executable training code remains stable. At the same time, the experimental degrees of freedom are moved into declarative configuration files. We construct a nonlinear spiral binary classification task, define a configurable MLP with scoped architectural variants, and expose parameters for the…

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An Inventor of Apple’s FaceID Wants to Analyze Your Brain’s Health With AI

The co-inventor of Apple’s FaceID and Vision Pro technology has spent the past six years building a frontier artificial intelligence model that could one day help decode electrical activity in the brain to diagnose cognitive disorders. Now Gidi Littwin’s startup, Hemispheric, has raised $52 million in funding after gathering data on 100,000 people’s brains to…

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