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pyqm-week6

Week 6 Contents

6.1 - Scipy Linear Algebra - [Notebook] - [Video]

  • Linear Systems
  • Matrix Functions
  • Spectral Decomposition
  • Special Matrices
  • Sparse Matrix
  • Matrix Exponential
  • Unitary Matrix
  • Tensor Product
  • Linalg Least Square Fit
  • Single Value Decomposition
  • Schur Decomposition

6.2 - Scipy Optimization - [Notebook] - [Video]

  • Function Minimum
  • Global Optimization
  • Function Roots
  • Optimize Least Square Fit
  • Curve Fit

6.3 - Scipy Fourier Transform - [Notebook] - [Video]

  • The Fourier Transform
  • Wave Packet
  • The Uncertainty Principle
  • Quantum Fourier Transform
  • The Bloch Sphere

6.4 - Scipy ODEs & PDEs - [Notebook] - [Video]

  • Integration
  • ODE
  • Finite Difference Method
  • PDE