Constraint-based metabolic modelling with sparse IPOPT
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Updated
Nov 2, 2021 - Python
Constraint-based metabolic modelling with sparse IPOPT
Make pre-loaded or custom non linear regressions for plots from csv and txt files, different metrics and error estimates available
everything about optimization
Zhang's camera calibration
3D scene reconstruction and camera pose estimation from custom dataset images
keywords: nonlinear optimization, pattern search, augmented lagrangian, karush-kuhn-tucker, constrained optimization, conjugate gradient methods, quasi newton methods, line search descent methods, onedimensional and multidimensional optimazation
Camera calibration using Zhang's method.
Master 2 robotic project : viewing calibration concepts, path planing and trajectory following. Using library Ibex with python to represent robots geometric and kinetic models
Implementation of bisection and the golden section search algorithms
Neural Networks tend to overfit. One way to overcome this problem is by considering a sequence of optimization problems, where we modify the loss function so that we minimize the distance to the previous solution in every step.
Efficient Frontier Implementation in Python
Calculates optimal trajectory for Lunar Module ascent from Moon.
Python 3 script for (hassle-free) fitting of Mößbauer (MB) spectra
Optimization of energy consumption and end to end delay in a wireless sensor network using duty-cycle MAC protocols
Structure From Motion : A python implementation to reconstruct a 3D scene and obtain camera poses with respect to scene
2D Geometric Constraint Solver
Python Quadratic Majorization-Minimization (MM) optimization algorithms of half-quadratic criteria. Inverses problems, image restoration, denoising, ...
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