Having fun with statistics

2024-06-28 17:55:26 +02:00
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-# MonteCarlo
+# MonteCarlo
+## Monte Carlo Simulation to Estimate Pi
+
+This program uses a Monte Carlo simulation to estimate the value of Pi. The program generates random points within a square of side length 2, centered at the origin, and calculates how many of those points fall inside a unit circle. The ratio of the points inside the circle to the total number of points is used to estimate Pi.
+
+### How to Run
+
+1. Make sure you have `numpy` and `matplotlib` installed, if not you can install them using the following command:
+    ```bash
+    pip install requirements.txt
+    ```
+2. Save the script as `pi.py`.
+3. Run the script using the command `python pi.py` or `py pi.py` if you have installed python from the microsoft store.
+
+### Output
+The output is an animation of the Monte Carlo simulation and a GIF file named PI.gif saved in the same directory.
+
+
+## Portfolio Analysis with Real Stock Data
+This program performs a Monte Carlo simulation to analyze the potential future returns of a portfolio composed of real stocks. Historical data is fetched from Yahoo Finance.
+
+### How to Run
+1. Make sure you have `numpy`, `pandas`, `matplotlib`, and `yfinance` installed, just as before if dont have them installed you can install them with the following command:
+```bash
+pip install requirements.txt
+```
+2. Save the script as `portfolio.py`.
+3. Run the script using the command `python portfolio.py` or `py pi.py` if you have installed python from the microsoft store.