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Simulating Statistics

A repository of interactive experiments exploring probability, chaos, and math.

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Machine Learning
🎯

K-Means Clustering

Visualizing the EM algorithm. Watch clusters form and drag centroids to disrupt the equilibrium.

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Actuarial Science

Survival Estimator

Kaplan-Meier vs. Nelson-Aalen. Interactive timeline to visualize how censoring affects survival curves.

Probability
🎂

Birthday Paradox

Why does it only take 23 people to have a 50% chance of a shared birthday?

Statistics
📉

The Galton Board

Watch order emerge from chaos. Balls drop to form a perfect Bell Curve.

Game Theory
🚪

Monty Hall Problem

Switch or Stay? Prove that switching doubles your odds of winning the car.

Fractals
🔺

The Chaos Game

Generating the Sierpinski Triangle using nothing but random points.

Estimation
📏

Buffon's Needle

Calculating the value of Pi (π) by dropping sticks on a floor.

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Emergence
🦠

John Conway's Game of Life

Conway's Zero-Player Game. Watch complex life evolve from simple rules.

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Law of Large Numbers
🪙

Coin Toss Sim

Watch a jagged graph flatten into a perfect 50% line as you flip thousands of coins.

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Distributions
🎲

Dice Distribution

Visualize the Central Limit Theorem. Roll some dice and watch the Bell Curve appear.

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Stochastic Process
🕸️

Random Walk

The "Drunkard's Walk." Watch a single path meander, or simulated diffusion with 50 particles.

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Stochastic Process
🚶

Simple Random Walk

The kind I learnt while studying Actuarial Science.

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Stochastic Processes

Markov Chain

The Weather Game. Simulate transitions between states and find the Stationary Distribution.

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Graph Theory
🌉

Seven Bridges of Königsberg

The impossible puzzle that invented Graph Theory. Can you cross all 7 without backtracking?

Planned
🚧

More Coming Soon

Exploring Bayes' Theorem, Poisson Processes, and more statistical magic.

From the Creator 👋

Hi, I'm Jenish. I'm building this interactive portfolio to bring statistical concepts to life. If you have any feedback, I'd love to hear!

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