pbdl-book
Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition
파일 탐색기
최종 버전 다운로드 (.zip)- fncychap.sty
- framed.sty
- notes.txt
- tabulary.sty
- varwidth.sty
- arch01.jpg
- arch02.jpg
- arch03.jpg
- arch04.jpg
- arch05.jpg
- arch06-fno.jpg
- diffphys-advect1d.jpg
- diffphys-multistep.jpg
- diffphys-overview.jpg
- diffphys-shortened.jpg
- diffphys-sol-domain.jpeg
- diffphys-sol-domain.png
- diffphys-sol-manifolds.jpeg
- diffphys-switched.jpg
- diffphys-unroll-graphs.png
- diffphys-unroll-imgs.png
- divider-gen-full.jpg
- divider-gen1.jpg
- divider-gen2.jpg
- divider-gen3.jpg
- divider-gen4.jpg
- divider-gen5.jpg
- divider-gen6.jpg
- divider-gen7.jpg
- divider-gen8.jpg
- divider-gen9.jpg
- divider-genA.jpg
- divider-genB.jpg
- divider-genC.jpg
- divider-mult.jpg
- divider1.jpg
- divider2.jpg
- divider3.jpg
- divider4.jpg
- divider5.jpg
- divider6.jpg
- divider7.jpg
- intro-fluid-bifurcation.jpg
- intro-teaser-side-by-side.jpg
- intro-teaser-side-by-side.png
- logo-xl.jpg
- logo.jpg
- others-GANs-meaningful-fig11.jpg
- others-GANs-tempoGAN-fig3.jpg
- others-GANs-tempoGAN-fig4.jpg
- others-GANs-tempoGAN.jpg
- others-lagrangian-canyon.jpg
- others-lagrangian-cconv-dfsph.jpg
- others-lagrangian-environment.jpg
- others-lagrangian-kernel.png
- others-timeseries-lsp-overview.jpg
- others-timeseries-lss-subdiv-prediction.jpg
- overview-arch-tblock.jpg
- overview-optconv-adap.png
- overview-optconv-gd.png
- overview-optconv-minimum.png
- overview-optconv-parab.png
- overview-optconv-shapes.png
- overview-pano.jpg
- pbdl-arch-figures.key
- pbdl-figures.key
- physgrad-3spaces.jpg
- physgrad-hig-spaces.jpg
- physgrad-hig-toy-example-bad.jpg
- physgrad-hig-toy-example-good.jpg
- physgrad-scaling.jpg
- physgrad-sin-add-graphs.jpg
- physgrad-sin-add-graphs.png
- physgrad-sin-loss.jpg
- physgrad-sin-loss.png
- physgrad-sin-time-graphs.jpg
- physgrad-sin-time-graphs.png
- physgrad-sip-spaces.jpg
- physgrad-sip.jpg
- physics-based-deep-learning-overview.jpg
- physloss-overview-v1.jpg
- physloss-overview-v2.jpg
- placeholder.png
- prob01-cnf.jpg
- prob02-ddpm.jpg
- prob03-fm.jpg
- probmodels-astro.jpg
- probmodels-graph-arch.jpg
- probmodels-graph-ellipse.jpg
- probmodels-graph-over.jpg
- probmodels-graph-pooling.jpg
- probmodels-graph-wing.jpg
- probmodels-phys-overview.jpg
- probmodels-smdp-1train.jpg
- probmodels-smdp-1trainB.jpg
- probmodels-smdp-2infer.jpg
- probmodels-smdp-3heat.jpg
- probmodels-time1.png
- probmodels-time2.png
- probmodels-uncond01.png
- probmodels-uncond02.png
- probmodels-uncond03-ma.png
- probmodels-uncond04a.png
- probmodels-uncond04b.png
- probmodels-uncond05.png
- probphys02-control.jpg
- rl-overview.jpg
- supervised-airfoils-unet.jpg
- supervised-airfoils-unet.png
- supervised-example-plot.jpg
- supervised-training.jpg
- temp.txt
- .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
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