From 47fb5f2703224d6fcd74eb688f967d3d18ef3032 Mon Sep 17 00:00:00 2001 From: Charlier Benjamin Date: Tue, 4 Feb 2020 22:59:10 +0100 Subject: [PATCH 1/5] Data generation is no longer Gaussian! --- generate_data.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/generate_data.py b/generate_data.py index 71bd7a5..6fc0590 100644 --- a/generate_data.py +++ b/generate_data.py @@ -3,7 +3,7 @@ # Fixing random state for reproducibility np.random.seed(19680801) -mu, sigma = 100, 15 -x = mu + sigma * np.random.randn(10000) +mu, sigma = 100, 5 +x = mu + sigma * (np.random.randn(10,10000) ** 2).sum(0) np.savetxt('file_data.csv', x, delimiter=',') From 1ac8f1965e6e2bce2ec877eff1a6ede51804b7dc Mon Sep 17 00:00:00 2001 From: Charlier Benjamin Date: Tue, 4 Feb 2020 23:00:05 +0100 Subject: [PATCH 2/5] OOops. I forgot update the csv file --- file_data.csv | 20000 ++++++++++++++++++++++++------------------------ 1 file changed, 10000 insertions(+), 10000 deletions(-) diff --git a/file_data.csv b/file_data.csv index 6e866b0..63c69a4 100644 --- a/file_data.csv +++ b/file_data.csv @@ -1,10000 +1,10000 @@ -1.157395646558182136e+02 -1.129914876201369083e+02 -1.082670190026041723e+02 -1.259211668636528003e+02 -9.026067824737621947e+01 -9.282370635463087183e+01 -1.161682765758700100e+02 -1.145321549923702946e+02 -8.785982809809848959e+01 -8.143916344272835772e+01 -1.279017481365645068e+02 -9.537521144214183266e+01 -1.117445582591872011e+02 -1.003228517072969055e+02 -1.107349568262629589e+02 -1.210219975991686283e+02 -8.308746824398608055e+01 -1.248372732992782943e+02 -1.210144222271086818e+02 -1.030298510524882687e+02 -8.552704653278418334e+01 -1.156688276865721292e+02 -9.353423969850869923e+01 -9.254020755248835428e+01 -9.911323876455590209e+01 -8.328093001947966911e+01 -8.159503321851575208e+01 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+1.414966663459583742e+02 +1.391073123986556652e+02 +1.247594587970023952e+02 +1.216782308793360556e+02 +1.509211688288805817e+02 +1.239540453333153778e+02 +1.793418630576134660e+02 +1.984520081856987019e+02 +1.193699355091214755e+02 +1.487375426273414121e+02 +1.540066185943255732e+02 +1.192029233866974636e+02 +1.607227607032527885e+02 +1.384249187650904105e+02 +1.456261247537260601e+02 +1.676056757221710427e+02 +1.543220942173593642e+02 +1.640643897449233748e+02 +1.411886530418568952e+02 +1.516667194609565854e+02 +1.551333871437210519e+02 +1.488459048469063646e+02 +1.366792138119866422e+02 From 12017d1b6b738ca05f0b0a4b17058814f74dcdcb Mon Sep 17 00:00:00 2001 From: Charlier Benjamin Date: Tue, 4 Feb 2020 23:00:32 +0100 Subject: [PATCH 3/5] Update the plot to make it nicer --- plot.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/plot.py b/plot.py index 6633234..be7e43d 100644 --- a/plot.py +++ b/plot.py @@ -10,8 +10,8 @@ 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(60, .025, r'$\mu=100,\ \sigma=5$ but this is no longer a Gaussian') +plt.xlim(40, 250) plt.ylim(0, 0.03) plt.grid(True) plt.show() From 9d67c3591f708356a11d0db0a3a0acda7f55d95c Mon Sep 17 00:00:00 2001 From: Charlier Benjamin Date: Tue, 4 Feb 2020 23:07:39 +0100 Subject: [PATCH 4/5] Update color in plot --- plot.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/plot.py b/plot.py index be7e43d..681134b 100644 --- a/plot.py +++ b/plot.py @@ -4,7 +4,7 @@ x = np.loadtxt('file_data.csv') # the histogram of the data -n, bins, patches = plt.hist(x, 50, density=True, facecolor='g', alpha=0.75) +n, bins, patches = plt.hist(x, 50, density=True, facecolor='k', alpha=0.25) plt.xlabel('Smarts') From 427a82774b6ae32303016fd06f0cd95e9a70b0b9 Mon Sep 17 00:00:00 2001 From: poncheele clement Date: Wed, 10 Feb 2021 19:07:32 +0100 Subject: [PATCH 5/5] Fixed EOL_Error --- plot.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/plot.py b/plot.py index 8f62462..b74a879 100644 --- a/plot.py +++ b/plot.py @@ -5,7 +5,7 @@ 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')