Pinned Repositories
contracting-newton
Implementation of Contracting Newton method for minimizing logistic regression model.
doikov.github.io
dynamic-accuracies
Experiments with second- and third-order inexact Tensor Methods with dynamic inner accuracies.
hse18-opt-course
Практические задания по курсу "Непрерывная оптимизация" (ФКН ВШЭ, зима-весна 2018)
logsumexp-simplex
Frank-Wolfe algorithm vs. Inexact Contracting Newton method for minimizing the logsumexp function over the simplex.
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
super-newton
Experiments with Super-Universal Newton method.
hse-optimization-course
Практические задания по курсу "Методы Оптимизации" ВШЭ
math
The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modeling, linear algebra, and equation solving.
doikov's Repositories
doikov/super-newton
Experiments with Super-Universal Newton method.
doikov/contracting-newton
Implementation of Contracting Newton method for minimizing logistic regression model.
doikov/doikov.github.io
doikov/dynamic-accuracies
Experiments with second- and third-order inexact Tensor Methods with dynamic inner accuracies.
doikov/hse18-opt-course
Практические задания по курсу "Непрерывная оптимизация" (ФКН ВШЭ, зима-весна 2018)
doikov/logsumexp-simplex
Frank-Wolfe algorithm vs. Inexact Contracting Newton method for minimizing the logsumexp function over the simplex.
doikov/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera