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
Command Palette
Search for a command to run...
#python
Articles tagged with #python
uv: Modern python package manager
How fast is it?!
Jul 18, 20254 min read11Multithreading in python.
Can this thing go any faster?
Mar 1, 20253 min read7Experiment 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
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 read1.3K