Estimating π using Monte Calro Simulation

Using pseudorandom points

pseudorandom.mp4

Using quasirandom points (Sobol sequence)

quasirandom.mp4

Convergence of pseudorandom points & quasirandom points

comparison.mp4

Installation

git clone https://github.com/CodePleaseRun/pi-estimation.git
cd pi-estimation

Dependencies:

• matplotlib
• numpy
• scipy

Usage

• Using pseudorandom points

  python pseudorandom.py

• Using quasirandom points

  python quasirandom.py

• Comparing the two

  python compare.py

Licence

MIT