#numpy

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

Made with #python #numpy #matplotlib and #wigglystuff #builtWithMarimo

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 #python #numpy

Another one, with parameters on a torus. Made with #python, #matplotlib and #numpy.

The two blobs show the eigenvalues of a 2×2 matrix. At every frame, I apply small random perturbations to the matrix entries and compute eigenvalues, this builds the blobs. A real parameter t drives the animation. Made with #python #numpy #matplotlib

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

💥 An amazing cheatsheet for NumPy! Source: LearnBay #NumPy #CheatSheet #DataScience

A numerical approximation. Made with #python, #matplotlib and #numpy.

A fair coin "knows" π. Stop flipping when heads first outnumber tails. The expected fraction of heads is π/4. Average many trials → estimate π. Result by J. Propp, animated for #PiDay. Made with #Python #NumPy #Matplotlib and @marimo_io #Mathematics #MathArt #CreativeCoding

"Estimating π with a Coin" (by Jim Propp):

A classical symmetric Field–Golubitsky attractor. #builtWithMarimo Made with #python #numpy #numba #matplotlib

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

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

I love chaos. Made with #python #numba #numpy #matplotlib

Orbits. Made with #python, #matplotlib and #numpy.

Polynomial roots. Made with #python, #matplotlib and #numpy.

A filled-in Julia set. Made with #python, #numpy and #matplotlib.

Chladni Square Plate Normal Modes. Made with #python, #numpy and #matplotlib.

Random spirographs. Made with #python, #matplotlib and #numpy.

Ten million random walks on SL_2(ℤ) in the upper-half complex plane and then mapped to the unit disc by z→(z-i)/(z+i). Each walk starts from a point inside the fundamental domain of SL_2(ℤ). Made with #python, #matplotlib and #numpy.