Generic implementations of numerical optimization methods. As of now, only cross-entropy method is here.
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Updated
Aug 27, 2023 - Python
Generic implementations of numerical optimization methods. As of now, only cross-entropy method is here.
Implementation of different numerical optimization methods in Python
A small utility project in Python whose purpose is to evaluate the global minimum of a given function, using a black box approach. Therefore there's no need to provide the analytic form, an actual implementation of the function is enough. Hypothesis: the given function satisfies the Lipschitz criterion, and an overextimation of L is given in input.
Implementation of some Numerical Analysis Algorithms.
Demo of GitHub CI workflow for PySCIPOpt
Python Implementation and Visualization of Numerical Optimization Techniques
Software and data associated with the article titled, "Binding, Brightness, or Noise? Extracting Temperature-dependent Properties of Dye Bound to DNA," Biophys. J. Accepted, (2023). doi:10.1016/j.bpj.2023.03.002
environment for the development of numerical optimization codes in addition to some known methods already implemented
Code used in my master's dissertation project centring around the evaluation of various novel optimisation methods used in machine learning.
Numerical Optimization applied in a racing environment.
This is a collection of various numerical methods implemented in Python
a parameter optimization program of reaction-diffusion equations based on SciPy
Implementation of Forward Backward Splitting Method
Project of the Short Training Program at the von Karman Institute. Study of the feasibility of using air-breathing engines for satellite altitude maintenance in very low Mars orbit.
Methods to streamline the handling of output from the IPOPT optimization solver
A project on understanding the performance of various different backpropagation optimization techniques in neural networks.
Genetic algorithm for numerical optimization
An implementation of Differential Evolution procedure for unconstrained optimization
Approximation algorithm from https://www.sciencedirect.com/science/article/pii/S016763771500125X
A collection of parallelized numerical computation algorithms using MPI
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