From 6e245a93595f1948575eb727040688a9a5ffc15a Mon Sep 17 00:00:00 2001
From: goujilinouhaila-coder <goujilinouhaila@gmail.com>
Date: Wed, 3 Feb 2021 19:09:05 +0100
Subject: [PATCH 1/3] I edited line8

---
 plot.py | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/plot.py b/plot.py
index 8f62462..c0e0411 100644
--- a/plot.py
+++ b/plot.py
@@ -5,13 +5,13 @@
 x = np.loadtxt('file_data.csv')
 
 # the histogram of the data
-n, bins, patches = plt.hist(x, 50, density=True, facecolor='r, alpha=0.74)
+n, bins, patches = plt.hist(x, 50, density=True, facecolor='r', alpha=0.74)
 
- plt.xlabel('Smarts')
- plt.ylabel('Probability')
- plt.title('Histogram of IQ')
- plt.text(60, .025, r'$\mu=100,\ \sigma=15$')
- plt.xlim(40, 160)
- plt.ylim(0, 0.03)
- plt.grid(True)
- plt.show()
+plt.xlabel('Smarts')
+plt.ylabel('Probability')
+plt.title('Histogram of IQ')
+plt.text(60, .025, r'$\mu=100,\ \sigma=15$')
+plt.xlim(40, 160)
+plt.ylim(0, 0.03)
+plt.grid(True)
+plt.show()

From 74ed851e322132648b03d29e50efa7af446e5cc2 Mon Sep 17 00:00:00 2001
From: goujilinouhaila-coder <goujilinouhaila@gmail.com>
Date: Wed, 10 Feb 2021 21:17:30 +0100
Subject: [PATCH 2/3] merged the branch NonGaussian to the branch master

---
 generate_data.py | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/generate_data.py b/generate_data.py
index ddd5020..7959374 100644
--- a/generate_data.py
+++ b/generate_data.py
@@ -1,4 +1,5 @@
 import numpy as np
+import matplotlib.pyplot as plt
 
 # Fixing random state for reproducibility
 np.random.seed(19680801)
@@ -6,4 +7,13 @@
 mu, sigma = 100, 15
 x_gaussian = mu + sigma * np.random.randn(10000)
 
-np.savetxt('file_data.csv', x_gaussian, delimiter=',')
+mu, sigma = 100, 5
+x_chisqrd = mu + sigma * (np.random.randm(10,10000)**2).sum(0)
+
+
+
+
+
+
+np.savetxt('file_data_gaussian.csv', x_gaussian, delimiter=',')
+np.savetxt('file_data_chisqrd.csv', x_chisqrd, delimiter=',')

From 2607571346d2b0153055ce3028c45f2dd9ef127b Mon Sep 17 00:00:00 2001
From: goujilinouhaila-coder <goujilinouhaila@gmail.com>
Date: Wed, 10 Feb 2021 21:30:58 +0100
Subject: [PATCH 3/3] Plots of the two histogram on a same plot

---
 plot.py | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/plot.py b/plot.py
index c0e0411..f76b08b 100644
--- a/plot.py
+++ b/plot.py
@@ -2,16 +2,18 @@
 import matplotlib.pyplot as plt
 
 # Data are loaded from a file
-x = np.loadtxt('file_data.csv')
-
+gaussian = np.loadtxt('file_data_gaussian.csv')
+chisqrd = np.loadtxt('file_data_chisqrd.csv')
 # the histogram of the data
-n, bins, patches = plt.hist(x, 50, density=True, facecolor='r', alpha=0.74)
+n, bins, patches = plt.hist(gaussian, 50, density=True, facecolor='r', alpha=0.74)
+n, bins, patches = plt.hist(chisqrd, 50, density=True, facecolor='b', alpha=0.25)
 
 plt.xlabel('Smarts')
 plt.ylabel('Probability')
 plt.title('Histogram of IQ')
 plt.text(60, .025, r'$\mu=100,\ \sigma=15$')
-plt.xlim(40, 160)
+plt.text(80, .020, r'$\mu=100,\ \sigma=5$')
+plt.xlim(40, 250)
 plt.ylim(0, 0.03)
 plt.grid(True)
 plt.show()