🎯📈 Sequantial and model-based optimization

A simple and easy-to-use CLI application that can be used to solve optimization math problems!

Optimize both discrete and continuous variables using just a continuous optimizer such as in scipy.optimize

ANN based Surrogate model optimization of airfoil using XFOIL

1D shimming coil design and optimisation algorithm

Solving the Soft Margin Support Vector Machine by scipy.optimize

Implement the SfM pipeline using fundamental matrix, PnP, and Bundle Adjustment for pose estimation and 3D reconstruction of a 3D scene (WPI Unity Hall for this project)

Data-oriented Python course taught for all Mercado Libre verticals

1D shimming coil design and optimisation algorithm

Own interpretation of CORN algorithm, implemented in Python 3

Explore the Engineering System Optimization (MDAO) repo for tutorials on advanced engineering design optimization techniques. This resource offers hands-on guides to help you master multidisciplinary design optimization (MDO) through practical examples and use cases.

an extension of signed sklearn.linear_model.ElasticNet

Knapsack problem optimization of McDonald's order

A list of optimization packages in Python with the same API as scipy.optimize

Assignment for building a system of equations solver from scratch and comparing them with existing solvers.

A project which can be used to train a svm classifier and test it.

A simple wrapper around scipy.optimize.curve_fit to simplify fitting with parameter specifications defined by dataclass fields.