Research · Experiments
Blog
I build systems
and write
to understand them.
Deep dives, experiment logs, and practical explanations from the things I’m learning by building.
7 entriesNewest first
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Stable Diffusion · Paper implementation
DiffEdit Paper Implementation
A from-first-principles implementation of DiffEdit for semantic image editing.Tabular · Neural Networks
TabularModel Deep Dive
A detailed explanation of the fast.ai TabularModel class.Beginner · NLP
Intro to NLP
Some fundamental terms and concepts related to NLP/LMs.Neural networks · fast.ai
Classifying handwritten digits (THE MNIST!)
Build a simple neural network and understand the anatomy of an ML project.
Data Processing · Beginner
Data Cleaning and Augmentation
The counter-intuitive idea of data cleaning after training a model and creating data by ourselves.
Beginner · Computer vision
Train your first image classifier
A hands-on first taste of deep learning through an image classifier.No blog posts match this tag.