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Task: Implement Logistic Regression with Cost Function and Gradient Descent in Python

Task: Implement Logistic Regression with Cost Function and Gradient Descent in Python: a task in Terminal-Lego-15k (Harbor dataset). Implement a logistic regression classifier from scratch in Python that clearly demonstrates both the cost function (also called the loss function) and the gradient…

The task

Implement a logistic regression classifier from scratch in Python that clearly demonstrates both the **cost function** (also called the loss function) and the **gradient descent** optimization as separate, distinct components.

Part of PrimeIntellect/Terminal-Lego-15k.