Visualization of Normal Distribution
Curious Walk
#Shorts The Galton board, also known as the Galton box or quincunx or bean machine, is a device invented by Sir Francis Galton to demonstrate the central limit theorem, in particular that with sufficient sample size the binomial distribution approximates a normal distribution. The Galton board has a bunch of balls on top of a series of evenly spaced pegs and slots at the bottom. When released, the balls fall through those pegs into the slots and get normally distributed, accumulating to form a bell-shaped curve.
This video is constructed with the following tools:
Manim — programmatic animation engine www.manim.community
Pymunk — 2d physics Python library www.pymunk.org
FFmpeg — multimedia framework ffmpeg.org
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