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Chem 193

  • Schedule
  • Syllabus
  • Lecture Slides
  • Tutorials
    • Python Basics
    • Numpy & JAX
    • Linear Regression
    • High Performance Computing
    • Neural networks with JAX
    • Sample from probability distributions
    • Metropolis-Hastings Algorithm
    • Molecular dynamics simulations with OpenMM
    • Potts model
  • Homeworks
    • Linear Algebra
    • Processing protein MSA
    • Predicting protein secondary structure
    • Predicting protein secondary structure with neural networks
  • .rst

Tutorials

Tutorials#

  • Python Basics
  • Numpy & JAX
  • Linear Regression
  • High Performance Computing
  • Neural networks with JAX
  • Sample from probability distributions
  • Metropolis-Hastings Algorithm
  • Molecular dynamics simulations with OpenMM
  • Potts model

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Lecture Slides

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Python Basics

By Xinqiang Ding

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