Type-Safe ML Configs with Hydra + Pydantic (Step by Step)
A practical, reproducible pattern for managing ML configurations: Hydra for composition & overrides, Pydantic for validation & type safety.
Aug 13, 20254 min read13
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Articles tagged with #yaml
Using YAML file to create PyTorch model
Soooo. I was working on tuning a model for my college research thesis. I was already using YAML files to control parameters such as learning rates, dropout rates, so on. But, I also wanted to tune the model while changing the number of layers and neu...
Nov 25, 20232 min read1.3KStart using config files!
There are many ways you can pass configurations or parameters to modify the behavior of your Python program. But why exactly do you need to pass these configurations? Let's say you write a Python script to connect to a database. In order to connect t...
Jul 9, 20233 min read101