scipy-optimize

🎯 📈 Sequential and Model-Based Optimization in Python, feat. SCE-UA, SMBO & SHGO. SOTA perf; 0 deps

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

ANN based Surrogate model optimization of airfoil using XFOIL

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

1D shimming coil design and optimisation algorithm

Data-oriented Python course taught for all Mercado Libre verticals

1D shimming coil design and optimisation algorithm

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)

Solving the Soft Margin Support Vector Machine by scipy.optimize

SciPy (Scientific Python) is a collection of mathematical algorithms and convenience functions built on NumPy. It provides advanced capabilities for optimization, linear algebra, integration, interpolation, and other domains.

A hands-on collection of Jupyter Notebooks exploring key features of the SciPy library – from constants and optimization to sparse data and graph algorithms. Perfect for students, researchers, and anyone diving into scientific computing with Python.

AI Powered Stock Analysis and Portfolio Optimisation Tool

Own interpretation of CORN algorithm, implemented in Python 3

An industrial digital twin solution for Combined Cycle Power Plants (CCPP). This project leverages XGBoost machine learning models and mathematical optimization (SLSQP) to predict net electrical output and prescribe the optimal exhaust vacuum setpoint, maximizing thermal efficiency based on real-time environmental conditions.

📈 Analyze stocks and optimize portfolios with AI-driven insights, technical indicators, and clear investment signals for informed decision-making.

an extension of signed sklearn.linear_model.ElasticNet

Resource-efficient rank-based ensembling for Kaggle S6E9. A lightweight solution optimizing ensemble weights via mathematical ranking intuition instead of brute-force compute. Focuses on feature interactions and synthetic data artifact correction built via AI-assisted workflows.

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

This is a program used for computing mechanical properties of 3D-printed polymers as part of a lab report for MATSE 121.02 LAB VX.

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.