├── DL_Kolmogorov.ipynb ├── Fashion_MNIST.ipynb ├── Linear_Regression_with_LASSO.ipynb ├── NN_Approximation.ipynb ├── README.md ├── figures ├── monomials.svg ├── mult.svg ├── square.svg ├── square_approx.svg └── squaring_der.png ├── modules ├── nn_constructions.py └── utils.py ├── requirements.txt └── slides ├── Berner └── overparametrized_training.pdf ├── Grohs ├── Bedlewo_ApproximationTheory.pdf ├── Bedlewo_Generalization.pdf ├── Bedlewo_MathematicalLearning.pdf └── Bedlewo_PDEs.pdf └── Kutyniok ├── Talk_BanachCenter1_2019.pdf ├── Talk_BanachCenter2_2019.pdf ├── Talk_BanachCenter3_2019.pdf ├── Talk_BanachCenter4_2019.pdf └── Talk_BanachCenter5_2019.pdf /DL_Kolmogorov.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/juliusberner/oberwolfach_workshop/HEAD/DL_Kolmogorov.ipynb -------------------------------------------------------------------------------- /Fashion_MNIST.ipynb: 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