├── .gitignore ├── Fall2021 ├── 01-IntroConvSets │ ├── image_compression_demo.ipynb │ ├── lecture1.pdf │ └── lk.jpg ├── 02-ConvexFunctions │ └── lecture2.pdf ├── 03-ConvexProblems │ └── lecture3.pdf ├── 04-KKT │ └── lecture4.pdf ├── 05-Duality │ └── lecture5.pdf ├── 06-ConvexSolvers │ ├── demo.ipynb │ └── lecture6.pdf ├── 07-GD │ └── lecture7.pdf ├── 08-AccGD │ └── lecture8.pdf ├── 09-Stoch │ └── lecture9.pdf ├── 10-Newton │ ├── barzilai.jpg │ ├── bfgs.png │ ├── borwein.jpeg │ ├── cauchy.jpg │ ├── i_newton.jpg │ ├── lecture10.pdf │ ├── newton_conv.pdf │ └── quasi_newton.pdf ├── 11-SimpleSets │ └── lecture11.pdf ├── 12-LinProg │ └── lecture12.pdf └── 13-SDP │ ├── demo.ipynb │ └── lecture13.pdf ├── Fall2022 ├── 01-IntroConvSets │ ├── image_compression_demo.ipynb │ ├── lecture1.pdf │ └── lk.jpg ├── 02-DualConesAutodiff │ ├── jax_autodiff_tutorial.ipynb │ └── lecture2.pdf ├── 03-ConvexFunc │ └── lecture3.pdf ├── 04-ConvexProblem │ └── lecture4.pdf ├── 05-KKT │ └── lecture5.pdf ├── 06-Duality │ └── lecture6.pdf ├── 07-GD │ └── lecture7.pdf └── 08-AccGD │ └── lecture8.pdf ├── LICENSE ├── README.md └── pics ├── fivt_logo.png └── fpmi_logo.jpg /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amkatrutsa/optimization-fivt/HEAD/.gitignore -------------------------------------------------------------------------------- /Fall2021/01-IntroConvSets/image_compression_demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amkatrutsa/optimization-fivt/HEAD/Fall2021/01-IntroConvSets/image_compression_demo.ipynb -------------------------------------------------------------------------------- /Fall2021/01-IntroConvSets/lecture1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amkatrutsa/optimization-fivt/HEAD/Fall2021/01-IntroConvSets/lecture1.pdf 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