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1. JMcardenas/CS4ML JMcardenas/CS4ML Public

   This is a repository for CS4ML. It is a general framework for active learning in regression problems. It approximates a target function arising from general types of data, rather than pointwise sam…

   MATLAB

2. MLFA MLFA Public

   Machine Learning Function Approximation: This code implements the fully-connected Deep Neural Network (DNN) architectures considered in the paper "The gap between theory and practice in function ap…

   Python 20 6

3. neural-polynomial-emulation neural-polynomial-emulation Public

   Constructive neural-network emulation of polynomial bases in PyTorch

   Jupyter Notebook

4. DLforCompMath DLforCompMath Public

   A repository of jupyter hub tutorials for the PIMS CRG Summer School: "Deep Learning for Computational Mathematics."

   Jupyter Notebook 3 11