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


Lorenz attractor. The most famous chaotic attractor in history, discovered by Edward Lorenz in 1963. Made with #python #numpy #pygfx


1E6 particles. Made with #python #numpy #pygfx


Discrete Lagrangian Descriptor visualizations are amazing! Made with #python #numpy #matplotlib

S_Conradi's tweet image. Discrete Lagrangian Descriptor visualizations are amazing!
Made with #python #numpy #matplotlib

Discrete Lagrangian Descriptor for my chaotic map. Made with #python #numpy #matplotlib

S_Conradi's tweet image. Discrete Lagrangian Descriptor for my chaotic map.
Made with #python #numpy #matplotlib

The Bak-Sneppen model: species in a circle, each with random fitness. Replace the weakest species (and its neighbors) with new random values. Cascading evolutionary avalanches emerge, showing self-organized criticality from simple rules. Made with #python #numpy #matplotlib


Explore the power of Python’s scientific computing core with @ibbysalam, as he breaks down a project-based approach to mastering #NumPy for real-world data analysis. towardsdatascience.com/numpy-for-abso…


Matrix operations? Sorted Played around with NumPy ....addition, dot, transpose, determinant & inverse! #PythonDev #NumPy

VishakhaKa58462's tweet image. Matrix operations? Sorted 
Played around with NumPy ....addition, dot, transpose, determinant & inverse! 
#PythonDev #NumPy
VishakhaKa58462's tweet image. Matrix operations? Sorted 
Played around with NumPy ....addition, dot, transpose, determinant & inverse! 
#PythonDev #NumPy

"I used to feel guilty in Cambridge that I spent all day playing games, while I was supposed to be doing mathematics. Then I realized that playing games is math." John H. Conway Made with #python #numpy #matplotlib


Back to the origins... "Eigen-man" Made with #python #numpy #numba #matplotlib

S_Conradi's tweet image. Back to the origins...
"Eigen-man"
Made with #python #numpy #numba #matplotlib

Built a simple Number Guessing game using NumPy today ... Learned more concepts which I’ll be posting tomorrow. Slowly levelling up with practice.. #python #numpy

VishakhaKa58462's tweet image. Built a simple Number Guessing game using NumPy today ... Learned more concepts which I’ll be posting tomorrow. Slowly levelling up with practice..
#python #numpy
VishakhaKa58462's tweet image. Built a simple Number Guessing game using NumPy today ... Learned more concepts which I’ll be posting tomorrow. Slowly levelling up with practice..
#python #numpy

Day 7: Learned NumPy broadcasting today — scaling arrays of different shapes without extra memory. Feels like a superpower for fast, clean numerical computing. 🚀📊 #DataScience #NumPy #Python #LearningInPublic


Explore the power of Python’s scientific computing core with @ibbysalam, as he breaks down a project-based approach to mastering #NumPy for real-world data analysis. towardsdatascience.com/numpy-for-abso…


Day 17 — NumPy Data Types Learned how NumPy handles data types today. Checked dtypes, converted between float & int, and saw how memory changes with different types. Crazy how much performance depends on choosing the right dtype #100DaysOfDataScience #NumPy #LearningInPublic

sh63425's tweet image. Day 17 — NumPy Data Types

Learned how NumPy handles data types today.
Checked dtypes, converted between float & int, and saw how memory changes with different types.
Crazy how much performance depends on choosing the right dtype 
#100DaysOfDataScience #NumPy #LearningInPublic
sh63425's tweet image. Day 17 — NumPy Data Types

Learned how NumPy handles data types today.
Checked dtypes, converted between float & int, and saw how memory changes with different types.
Crazy how much performance depends on choosing the right dtype 
#100DaysOfDataScience #NumPy #LearningInPublic

Day 6: Learned about NumPy data types & type casting today. Choosing the right dtype = better speed, lower memory, fewer errors. NumPy makes the basics feel powerful. 🚀📊 #DataScience #NumPy #Python #LearningInPublic


Day 16 — NumPy Indexing & Axis Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns). Feels much easier to slice and pick data now 🔥 #100DaysOfDataScience #NumPy #Python #LearningInPublic

sh63425's tweet image. Day 16 — NumPy Indexing & Axis 

Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns).
Feels much easier to slice and pick data now 🔥

#100DaysOfDataScience #NumPy #Python #LearningInPublic
sh63425's tweet image. Day 16 — NumPy Indexing & Axis 

Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns).
Feels much easier to slice and pick data now 🔥

#100DaysOfDataScience #NumPy #Python #LearningInPublic
sh63425's tweet image. Day 16 — NumPy Indexing & Axis 

Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns).
Feels much easier to slice and pick data now 🔥

#100DaysOfDataScience #NumPy #Python #LearningInPublic

Day 5: Got into multi-dimensional NumPy today — indexing, understanding axes, and modifying data along a specific axis. NumPy is starting to feel powerful! 🚀📊 #DataScience #Python #NumPy #LearningInPublic


Day 15 — Learned NumPy indexing & slicing today. Practiced 1D/2D indexing, boolean masks, and fancy indexing. Feeling way more confident with array operations now 🔥 #100DaysOfDataScience #NumPy #Python


Day 4: Learned NumPy ✅ Why it’s faster than Python lists, how to create arrays, and slicing/indexing 1D arrays. Big step forward — NumPy is powerful! 🚀📊 #DataScience #Python #NumPy #LearningInPublic


Great data science session today! 🎉 We explored Fast Numerical Computing with NumPy, covering vectorization, broadcasting & efficient array operations. Thanks to everyone who joined and engaged! #GDGJKUAT #NumPy #Python #TechCommunity

gdgcampusJKUAT's tweet image. Great data science session today! 🎉
We explored Fast Numerical Computing with NumPy, covering vectorization, broadcasting & efficient array operations.
Thanks to everyone who joined and engaged!
#GDGJKUAT #NumPy #Python #TechCommunity
gdgcampusJKUAT's tweet image. Great data science session today! 🎉
We explored Fast Numerical Computing with NumPy, covering vectorization, broadcasting & efficient array operations.
Thanks to everyone who joined and engaged!
#GDGJKUAT #NumPy #Python #TechCommunity
gdgcampusJKUAT's tweet image. Great data science session today! 🎉
We explored Fast Numerical Computing with NumPy, covering vectorization, broadcasting & efficient array operations.
Thanks to everyone who joined and engaged!
#GDGJKUAT #NumPy #Python #TechCommunity

Day 14 — NumPy Basics Learned how to create and reshape NumPy arrays today. Also checked array shapes, data types, and did some random matrix stats. NumPy is fast and actually fun 🔥 #100DaysOfDataScience #NumPy #Python

sh63425's tweet image. Day 14 — NumPy Basics

Learned how to create and reshape NumPy arrays today.
Also checked array shapes, data types, and did some random matrix stats.
NumPy is fast and actually fun 🔥
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 14 — NumPy Basics

Learned how to create and reshape NumPy arrays today.
Also checked array shapes, data types, and did some random matrix stats.
NumPy is fast and actually fun 🔥
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 14 — NumPy Basics

Learned how to create and reshape NumPy arrays today.
Also checked array shapes, data types, and did some random matrix stats.
NumPy is fast and actually fun 🔥
#100DaysOfDataScience #NumPy #Python

⚡ NumPy arrays are optimized for numerical operations on homogeneous data, delivering faster performance than general-purpose Python lists. #Python #NumPy #DataScience #Programming


Discrete Lagrangian Descriptor visualizations are amazing! Made with #python #numpy #matplotlib

S_Conradi's tweet image. Discrete Lagrangian Descriptor visualizations are amazing!
Made with #python #numpy #matplotlib

Matrix operations? Sorted Played around with NumPy ....addition, dot, transpose, determinant & inverse! #PythonDev #NumPy

VishakhaKa58462's tweet image. Matrix operations? Sorted 
Played around with NumPy ....addition, dot, transpose, determinant & inverse! 
#PythonDev #NumPy
VishakhaKa58462's tweet image. Matrix operations? Sorted 
Played around with NumPy ....addition, dot, transpose, determinant & inverse! 
#PythonDev #NumPy

Discrete Lagrangian Descriptor for my chaotic map. Made with #python #numpy #matplotlib

S_Conradi's tweet image. Discrete Lagrangian Descriptor for my chaotic map.
Made with #python #numpy #matplotlib

BOOM 💥 - Conformal Prediction - hardcore style. There is no better way to really learn things than implementing them by hand. Jonas Wacker created a @karpathy style repo implementing conformal prediction in numpy! 🔥🔥🔥🔥🔥 #conformalprediction #numpy

predict_addict's tweet image. BOOM 💥 - Conformal Prediction - hardcore style. There is no better way to really learn things than implementing them by hand. 

Jonas Wacker created a @karpathy style repo implementing conformal prediction in numpy! 🔥🔥🔥🔥🔥

#conformalprediction #numpy

Julia set using Lagrangian Descriptor Made with #python #numpy #matplotlib

S_Conradi's tweet image. Julia set using Lagrangian Descriptor
Made with #python #numpy #matplotlib

When working in numpy, avoid for loops at all costs. #numpy #python

predict_addict's tweet image. When working in numpy, avoid for loops at all costs.

#numpy #python

Day 2 of my AI journey 🚀, Today I dived into NumPy arrays. Learned how to bend data into shape, slice it, and make it talk with mean, min, max, and more. Feels like I just unlocked the building blocks of machine learning. 🔥 #AIJourney #NumPy #Day2

PhantomDev001's tweet image. Day 2 of my AI journey 🚀, Today I dived into NumPy arrays. Learned how to bend data into shape, slice it, and make it talk with mean, min, max, and more. Feels like I just unlocked the building blocks of machine learning. 🔥 #AIJourney #NumPy #Day2

Halley's Complex Garden Made with #python #numpy #matplotlib

S_Conradi's tweet image. Halley's Complex Garden
Made with #python #numpy #matplotlib

Array programming in Numpy, 25K citations since 2020. #numpy

predict_addict's tweet image. Array programming in Numpy, 25K citations since 2020.

#numpy

Built a simple Number Guessing game using NumPy today ... Learned more concepts which I’ll be posting tomorrow. Slowly levelling up with practice.. #python #numpy

VishakhaKa58462's tweet image. Built a simple Number Guessing game using NumPy today ... Learned more concepts which I’ll be posting tomorrow. Slowly levelling up with practice..
#python #numpy
VishakhaKa58462's tweet image. Built a simple Number Guessing game using NumPy today ... Learned more concepts which I’ll be posting tomorrow. Slowly levelling up with practice..
#python #numpy

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