Matplot2D3D

Matplotlib 2D and 3D Plots

A collection of mathematical visualizations built with matplotlib, demonstrating 2D parametric curves, 3D scatter plots, and polar coordinate patterns.

Features

• Heart Shape -- parametric heart curve rendered with alternating red and indigo layered lines
• Normal Distribution (3D) -- 3D scatter plot of a bivariate normal distribution using randomly generated data
• Prime Number Pattern -- polar coordinate plot comparing the visual pattern of all integers against prime numbers only
• Random Sine Curves -- overlapping sine waves with randomized amplitudes and color cycling

Sample Output

Tech Stack

• Python 3
• numpy -- mathematical functions and data generation
• matplotlib -- 2D and 3D plotting (including mpl_toolkits.mplot3d)

How to Run

1. Install dependencies:

   pip install numpy matplotlib

2. Open any of the notebooks:

   jupyter notebook "Heart.ipynb"
   jupyter notebook "Normal distribution in 3d.ipynb"
   jupyter notebook "Prime Shape.ipynb"
   jupyter notebook "Random Sine Curve.ipynb"

3. Run all cells to generate the visualizations.

Project Structure

Matplot2D3D/
  Heart.ipynb                      # Parametric heart curve
  Normal distribution in 3d.ipynb  # 3D normal distribution scatter
  Prime Shape.ipynb                # Prime vs all-number polar patterns
  Random Sine Curve.ipynb          # Layered random sine waves
  README.md
  images/
    Heart.png
    Normal Distribution.png
    Prime Number Pattern.png
    Random Sine.png