Bjarne Grimstad
bgrimstad
Topics of interest: mathematical optimization and machine learning.
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Top Repositories
Library for multivariate function approximation with splines (B-spline, P-spline, and more) with interfaces to C++, C, Python and MATLAB
CENSO is a framework for global optimization of nonconvex, spline-constrained MINLP problems
Code for optimizing MILP problems with embedded ReLU networks
Courseware for TTK28 - Modeling with neural networks
C++ class for bidirectional graphs
Solving the logistic differential equation numerically using backward Euler, implemented in Casadi
Repositories
11Library for multivariate function approximation with splines (B-spline, P-spline, and more) with interfaces to C++, C, Python and MATLAB
Courseware for TTK28 - Modeling with neural networks
CENSO is a framework for global optimization of nonconvex, spline-constrained MINLP problems
Code for optimizing MILP problems with embedded ReLU networks
An implementation of Stochastic Gradient Variational Bayes (SGVB) in PyTorch
Solving the logistic differential equation numerically using backward Euler, implemented in Casadi
Courseware for topics in machine learning and optimization
C++ class for bidirectional graphs
Python interface for the SCIP Optimization Suite
Computation using data flow graphs for scalable machine learning
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more