note

Don't Stop at 'Visualization' with MMM: Building a Decision-Making Automation Foundation for Budget Optimization with Bayesian Inference and SciPy

"We have introduced MMM (Marketing Mix Modeling) and visualized the contribution of each advertising channel." If you, as a data scientist or AI engineer, are satisfied with reporting this to the ...
eLife

A stable cryogenic fluorescence microscope for correlative super-resolution light and electron microscopy

In this useful Tools & Resources article, the authors describe a new cryogenic light microscopy design and characterize its temperature and spatial stability. This compelling system avoids the ...
note

Let's do numerical calculations on iPad! Basics [3-6] Fluffy Optimization ~Quasi-Newton Method (L-BFGS-B)~

The calculation for the low-temperature region of the PNJL model in the imaginary chemical potential region did not go well with scipy.optimize.differential_evolution (), but it worked quite well when ...
GitHub

QuatIca: Quaternion Linear Algebra Library

QuatIca was inspired by the pioneering work in quaternion linear algebra, particularly the QTFM (Quaternion Toolbox for MATLAB) developed by Stephen J. Sangwine and Nicolas Le Bihan. Their ...
GitHub

louisdelacour21/Heston-Model-Calibration-and-Simulation

About This repository is dedicated to exploring the Heston stochastic volatility model, with clean and modular Python code focused on calibration, simulation, and visualization. Only the Heston model ...