bgrimstad

Topics of interest: mathematical optimization and machine learning.

Norwegian University of Science and Technology (NTNU)Norway

Pinned Repositories

censo
CENSO is a framework for global optimization of nonconvex, spline-constrained MINLP problems
Language:C++13 5 02
graph
C++ class for bidirectional graphs
Language:C++6 1 03
logistic-de
Solving the logistic differential equation numerically using backward Euler, implemented in Casadi
Language:Python10
opt-courseware
Courseware for topics in machine learning and optimization
1 1 00
PySCIPOpt
Python interface for the SCIP Optimization Suite
Language:Python0 0 00
relu-opt-public
Code for optimizing MILP problems with embedded ReLU networks
Language:Python8 2 02
sgvb-torch
An implementation of Stochastic Gradient Variational Bayes (SGVB) in PyTorch
Language:Python1 1 00
splinter
Library for multivariate function approximation with splines (B-spline, P-spline, and more) with interfaces to C++, C, Python and MATLAB
Language:C++418 27 112115
tensorflow
Computation using data flow graphs for scalable machine learning
Language:C++0 1 00
TTK28-Courseware
Courseware for TTK28 - Modeling with neural networks
Language:Jupyter Notebook6 1 00

bgrimstad/splinter
Library for multivariate function approximation with splines (B-spline, P-spline, and more) with interfaces to C++, C, Python and MATLAB
Language:C++418 27 112115
bgrimstad/censo
CENSO is a framework for global optimization of nonconvex, spline-constrained MINLP problems
Language:C++13 5 02
bgrimstad/relu-opt-public
Code for optimizing MILP problems with embedded ReLU networks
Language:Python8 2 02
bgrimstad/graph
C++ class for bidirectional graphs
Language:C++6 1 03
bgrimstad/TTK28-Courseware
Courseware for TTK28 - Modeling with neural networks
Language:Jupyter Notebook6 1 00
bgrimstad/logistic-de
Solving the logistic differential equation numerically using backward Euler, implemented in Casadi
Language:Python10
bgrimstad/opt-courseware
Courseware for topics in machine learning and optimization
1 1 00
bgrimstad/sgvb-torch
An implementation of Stochastic Gradient Variational Bayes (SGVB) in PyTorch
Language:Python1 1 00
bgrimstad/PySCIPOpt
Python interface for the SCIP Optimization Suite
Language:Python0 0 00
bgrimstad/tensorflow
Computation using data flow graphs for scalable machine learning
Language:C++0 1 00
bgrimstad/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more
Language:C++0 1 00