All Katas - ML Katas

by: newest upvotes saves

Implement a Simple Linear Regression in JAX

yesterday easy (<30 mins) | autograd optimization jax jit linear-regression

Your task is to implement a simple linear regression model from scratch using JAX. You'll need to define the model, a loss function (like Mean Squared Error), and a gradient descent update rule....
Build a Custom ReLU Activation Function

yesterday easy (<10 mins) | autograd jax activation-function custom-function

Implement the Rectified Linear Unit (ReLU) activation function in JAX. Then, use `jax.grad` to find its derivative. The ReLU function is defined as: $ReLU(x) = max(0, x)$ **Verification:** - For...