Deep Learning / differential

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deepxde 🌿
131 (+0) ⭐

Deep learning library for solving differential equations

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40 (+0) ⭐

Differential Privacy Preservation in Deep Learning

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DeepPDE 🌿
22 (+0) ⭐

Deep Learning application to the partial differential equations

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DeepEM 🌿
5 (+0) ⭐

Demonstrating a Deep Learning Approach for DEM Inversion

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FBSNNs 🌿
46 (+0) ⭐

Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations

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DeepHPMs 🌿
107 (+0) ⭐

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

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PINNs 🌿
232 (+0) ⭐

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

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PySyft 🌿
5038 (+11) ⭐

A library for encrypted, privacy preserving machine learning

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412 (+0) ⭐

A curated list of papers and code about very deep neural networks

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252 (+0) ⭐

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

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