1 month ago · ai

Predicting Tea Sales With ML: Linear Regression, Gradient Descent & Regularization (Beginner Friendly + Code)

🍵 Linear Regression for Absolute Beginners With Code Examples & Real Tea‑Stall Scenarios Machine‑learning terms like cost function, gradient descent, regulari...

1 month ago · ai

The Machine Learning “Advent Calendar” Day 13: LASSO and Ridge Regression in Excel

Ridge and Lasso regression are often perceived as more complex versions of linear regression. In reality, the prediction model remains exactly the same. What ch...

1 month ago · ai

[Paper] Gated KalmaNet: A Fading Memory Layer Through Test-Time Ridge Regression

As efficient alternatives to softmax Attention, linear state-space models (SSMs) achieve constant memory and linear compute, but maintain only a lossy, fading s...