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convex-function

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sakshikakde / CMSC764-Advance-Numerical-Optimization

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My assignemt solutions for CMSC764:Numerical Optimization course offererd by the University of Maryland

optimization gradient-descent admm mcmc numerical-optimization gradient-descent-methods monte-carlo-markov-chain convex-function fbs netflix-problem
  • Updated May 9, 2022
  • Jupyter Notebook

ekaratarakis / Convex-Probles-with-Affine-Equality-Constrains

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Solving a convex problem with affine equality constrains with CVX and Newton algorithm

newton affine cvx convex-optimization convex primal-dual primal-dual-algorithm convex-function newton-algorithm matlab-cvx
  • Updated Mar 30, 2019
  • MATLAB

dncoble / Optimal-Piecewise-Linear-Approximation-of-Convex-Functions

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optimization approximation piecewise convex-function
  • Updated May 15, 2022
  • Python

nps6-uwf / Optimization

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A website I created giving a brief overview of mathematical optimization techniques. These techniques can be useful in understanding the intuition behind machine learning algorithms.

gradients finite-differences linearization back-propagation extrema convex-function concavity
  • Updated Mar 5, 2021
  • HTML

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