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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#machine-learning
Articles tagged with #machine-learning
Experiment tracking with ClearML and Hydra
Start writing reproducible ML experiments.
Feb 25, 20258 min read22
Using PyTorch DataLoaders with Datasets
Today, I will demonstrate how we can use the PyTorch's Dataset and DataLoaders class to feed data into PyTorch models. If you are not familiar with Dataset classes, please take a look at my previous article here. I recommend you to go through the art...
Jan 22, 20243 min read48