Machine Learning

What Is an Embedding?
What Are We Actually Doing?
Advanced Agents From First Principles 30: Is This Task Outside Your Agent’s Competence? Build Competence Envelopes and OOD Detection
Advanced Agents From First Principles 09: Can Your Agent Actually Learn From Previous Runs?
Which Model Should You Use? MR.Q, EBT, SICQL, HRM, Tiny and PACS Compared
The Model Inside the Model
PyTorch Model Not Learning? A Systematic Debugging Guide
PyTorch CNN Shape Errors: Conv2d Output Sizes, Channels, Flatten Bugs and How to Debug Them
Build a Neural Network From Scratch in PyTorch Without nn.Module
PyTorch Autograd Debugging: requires_grad, detach, backward() and NaN Gradients
PyTorch Zero to Hero 00: What Are We Actually Doing?
Writing Neural Networks with PyTorch
Mastering Prompt Engineering: A Practical Guide