Part 2: Scientific Computing with NumPy and SciPy
Chapter 8: Optimization with SciPy and CVXPY
Intermediate~150 min
Learning Objectives
- Solve unconstrained optimization problems using scipy.optimize with proper Jacobian/Hessian
- Formulate and solve constrained optimization with scipy and CVXPY
- Implement proximal operators for common regularizers
- Apply root finding and fixed-point iteration for system equations
Sections
💬 Discussion
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