Category
math
2 articles
What are Logits in Machine Learning and Why They Matter
TLDR: Logits are the raw, unnormalized scores produced by the final layer of a neural network ā before any probability transformation. Softmax converts them to probabilities. Temperature scales them before Softmax to control output randomness. š T...
ā¢11 min read
Mathematics for Machine Learning: The Engine Under the Hood
TLDR: š Three branches of math power every ML model: linear algebra shapes and transforms your data, calculus tells the model which direction to improve, and probability gives it a way to express confidence. You don't need to memorize formulas ā you...
ā¢13 min read