CU-UQ/Transfer-Learning CU-UQ/Transfer-Learning

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  • Language
    Jupyter Notebook
  • License
    GNU General Publi...
  • Created almost 4 years ago
  • Updated over 3 years ago
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CU-UQ/Transfer-Learning
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Repository Details

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1

DOPT_PCE

Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.com/science/article/pii/S0045782518301452?via%3Dihub
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SGD

Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)
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3

TOuU

Topology Optimization under Uncertainty (TOuU)
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4

BASE_PC

BASE_PC code associated with paper at https://arxiv.org/abs/1702.01185
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5

monotone-lower-set

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6

DSINDy

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7

BF-Boosted-Quadrature-Sampling

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1
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8

COH-OPT

Codes for Coherence-Optimal Sampling as presented in papers at https://arxiv.org/abs/1408.4157 and https://arxiv.org/abs/1410.1931
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