Isaac's Tech Notes
Building custom annotation tools for error analysis with FastHTML
HTMX Foundations for FastHTML
Late Chunking: The Better Way to Embed Document Chunks
Building Dynamic Web UIs with FastHTML and HTMX
Perl Command-Line Magic
FastHTML Applications 1
DNS 101
Building a Search Evaluation App with FastHTML and MonsterUI
Retrieval 101
MonsterUI: Bringing Beautiful UI to FastHTML
Creating Custom FastHTML Tags for Markdown Rendering
MeanShift From Scratch
Python Programming Tips
K-Means From Scratch
Introduction To Statistical Testing
Simple Time Series (Stock Prices)
Practical Chatbots
Python Concurrency
CycleGAN Walk Through
StyleGAN Components
GAN Introduction
Plant Pathology Kaggle
Neural Networks and XOR
Tabular Modeling
Pseudo Labeling for Data Cleaning
Partial Dependence Plotting
NLP Recurrent NN Foundations
NLP Tokenization Foundations
Mixup Deep Dive
Neural Network Foundations (Part 2)
Neural Network Foundations (Part 1)
Gradient Descent for Linear Regression - Part 2
Gradient Descent for Linear Regression - Part 1B
Gradient Descent for Linear Regression - Part 1