From 47fb5f2703224d6fcd74eb688f967d3d18ef3032 Mon Sep 17 00:00:00 2001 From: Charlier Benjamin Date: Tue, 4 Feb 2020 22:59:10 +0100 Subject: [PATCH 1/6] 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 2/6] 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 3/6] 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 4/6] 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 635bc1731a1b3be4ad91d5f21c49fb1fb870cac1 Mon Sep 17 00:00:00 2001 From: julie alleau Date: Sat, 6 Feb 2021 13:10:02 +0100 Subject: [PATCH 5/6] add a quote and remove indents --- 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 3ba1833c9e4b605c47ddcf1cf1f7ed66fa7bd445 Mon Sep 17 00:00:00 2001 From: julie alleau Date: Sat, 6 Feb 2021 13:55:06 +0100 Subject: [PATCH 6/6] new data file --- nongaussian.csv | 10000 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 10000 insertions(+) create mode 100644 nongaussian.csv diff --git a/nongaussian.csv b/nongaussian.csv new file mode 100644 index 0000000..8a636cf --- /dev/null +++ b/nongaussian.csv @@ -0,0 +1,10000 @@ +1.298158846269174376e+02 +1.415090095654254014e+02 +1.155908705752526942e+02 +1.731901220010611269e+02 +1.408799291616851690e+02 +1.195989996304863752e+02 +1.724582613990144750e+02 +1.429075469758582244e+02 +1.343577038002876520e+02 +1.265890323281078054e+02 +1.116946030531607619e+02 +1.825528007544593265e+02 +1.261265802555511613e+02 +1.282766702800103928e+02 +1.573608056670572353e+02 +1.691307013154862489e+02 +1.774323484041902361e+02 +1.418943426138463906e+02 +1.415623557290118129e+02 +1.555608494231924226e+02 +1.655708460679067855e+02 +1.475488723233917199e+02 +1.574714356158412443e+02 +1.758387967611494673e+02 +1.453974897407927926e+02 +1.368317803744325545e+02 +1.310639762800042831e+02 +1.540880709522944016e+02 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