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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

Lecture Slides

Lecture Slides#

  • Python and Python packages

  • linear regression

  • classification and logistic regression

  • deep learning

  • protein secondary structure

  • generalization and regularization

  • statistical mechanics

  • slassical force fields

  • Monte Carlo simulations

  • Monte Carlo simulations of molecular systems

  • moecular dynamics simulations

  • multiple sequence alignment

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By Xinqiang Ding

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