pbdl-book

(★ 1,358)

Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

  • .gitignore
  • _config.yml
  • _toc.yml
  • bayesian-code.ipynb
  • bayesian-intro.md
  • diffphys-code-burgers.ipynb
  • diffphys-code-control.ipynb
  • diffphys-code-ns.ipynb
  • diffphys-code-sol.ipynb
  • diffphys-discuss.md
  • diffphys-dpvspinn.md
  • diffphys-examples.md
  • diffphys.md
  • favicon.ico
  • fixup-latex.py
  • intro-teaser.ipynb
  • intro.md
  • json-cleanup-for-pdf.py
  • json-ipynb-removeImgs.py
  • LICENSE
  • make-pdf.sh
  • notation.md
  • others-GANs.md
  • others-intro.md
  • others-lagrangian.md
  • others-metrics.md
  • others-timeseries.md
  • outlook.md
  • overview-burgers-forw.ipynb
  • overview-equations.md
  • overview-ns-forw.ipynb
  • overview-optconv.md
  • overview.md
  • physgrad-code.ipynb
  • physgrad-comparison.ipynb
  • physgrad-discuss.md
  • physgrad-hig-code.ipynb
  • physgrad-hig.md
  • physgrad-nn.md
  • physgrad.md
  • physicalloss-code.ipynb
  • physicalloss-discuss.md
  • physicalloss-div.ipynb
  • physicalloss.md
  • probmodels-ddpm-fm.ipynb
  • probmodels-diffusion.ipynb
  • probmodels-discuss.md
  • probmodels-dppm-fm.ipynb
  • probmodels-flowmatching.ipynb
  • probmodels-graph-ellipse.ipynb
  • probmodels-graph.md
  • probmodels-intro.md
  • probmodels-normflow.ipynb
  • probmodels-phys.md
  • probmodels-sbisim.ipynb
  • probmodels-score.ipynb
  • probmodels-time.ipynb
  • probmodels-uncond.md
  • README.md
  • references.bib
  • references.md
  • reinflearn-code.ipynb
  • reinflearn-intro.md
  • supervised-airfoils.ipynb
  • supervised-arch.md
  • supervised-discuss.md
  • supervised.md
// repository documentation