Examples
Choose a notebook for an end-to-end workflow or a model-family guide for input shapes, configuration and architecture-specific constraints. Model constructors initialize weights unless the guide explicitly loads a checkpoint.
Follow a notebook
Section titled “Follow a notebook”Define a configurable model and integrate it with heliaEDGE.
Follow the data, model and training steps in a complete notebook.
Notebook pages include saved outputs from their source files. These are reading examples, not fresh test results; use the download link to run them in your own environment.
Explore a model family
Section titled “Explore a model family”Reference constructors for the Tiny tasks.
Configure a compact audio classifier.
Build a streaming speech-enhancement model.
Explore a heart-rate regression architecture.
Configure a model for heart-rate estimation.
These guides describe constructors and their configuration. Follow each guide’s backend, input and provenance notes when using a model.