#NumPy

x>0 breaks the symmetry of the eigenvalues distribution. Made with #python, #matplotlib and #numpy.

Eigenvalues of random matrices Made with #python #numpy #matplotlib and #marimo

If I’d learned NumPy from a cheat sheet like this, I would’ve saved hours of jumping between tutorials. Keep this one bookmarked you’ll come back to it. #NumPy #Python #SoftwareEnginner #Programming #Coding #Examadda

Take two large random matrices and linearly interpolate between them at several hundred steps. Compute the eigenvalues for each interpolated matrix, then plot them in the complex plane. The result is shown here. Made with #python #numpy #matplotlib

Each blob is an eigenvalue. At every frame, I apply small random perturbations and compute eigenvalues each time, this builds the blobs. A real parameter t drives the animation. Thanks to @reidatcheson for making me think about pseudospectra. Made with #python #numpy #matplotlib

Top 10 Numpy Functions Used in Data Science #numpy #python #programming #developer #morioh #programmer #softwaredeveloper #computerscience #webdev #webdeveloper #webdevelopment #pythonprogramming #pythonquiz #ai #ml #machinelearning #datascience

Libraries For Data Science In Python 🔥🚀 #numpy #pandas #tensorflow #python #datascience #machinelearning #deeplearning #ai #artificialintelligence #programming #developer #softwaredeveloper #computerscience #calculus #linearalgebra #algebra #maths #mathematics

Numpy Cheat Sheet Functions and Operations #Numpy #python #programming #developer #programmer #coding #coder #softwaredeveloper #computerscience #webdev #webdeveloper #webdevelopment #pythonprogramming #pythonquiz #ai #ml #machinelearning #datascience

Day 9 of my AI/ML & Data Science Journey! Learning NumPy — the foundation for numerical computing. • Arrays vs Python lists • Creating & reshaping arrays • Indexing & slicing Building strong fundamentals one step at a time. #Python #NumPy #DataScience #MachineLearning

Can randomness in physical systems be harnessed for computation? Made with #python #numpy #matplotlib

Numpy Cheat Sheet #python #numpy

First energy levels of a 2D quantum harmonic oscillator. Each pattern shows where you're most likely to find the particle. Made with #Python #NumPy #Matplotlib on the train coming back from @pyconit #PyConIT2025

NumPy Tutorial : For Physicists, Engineers, and Mathematicians #numpy #python

Libaries for Data Science #numpy #pandas #tensorflow #keras #python #datascience #machinelearning #deeplearning #ai #artificialintelligence #programming #developer #softwaredeveloper #computerscience

A simulation of the dielectric breakdown model described in Fractal Dimension of Dielectric Breakdown L. Niemeyer, L. Pietronero, and H. J. Wiesmann Phys. Rev. Lett. 52, 1033 – Published 19 March 1984 Made with #python, #numpy and #matplotlib.

Roots of parametric polynomials. Made with #python, #matplotlib, #numpy and #sympy.

A nice 3D attractor. Made with #python #numpy #pygfx

Roots of parametric polynomials animation. Made with #python, #matplotlib, #numpy and #sympy.

My chaotic attractor. Made with #python #numpy #matplotlib and #marimo (and also #wigglystuff)

💥 Here is an amazing cheatsheet for NumPy! source: DataQuest #NumPy #CheatSheet #DataScience