From 64247ef1088db55b4cae914c6502d3f307cd7c31 Mon Sep 17 00:00:00 2001
From: Michael Dyer <michaelowendyer@gmail.com>
Date: Wed, 19 Jun 2024 23:35:50 +0200
Subject: [PATCH 1/3] Update x-axis of Geometric distribution

---
 charts/geometric.svg           | 463 +++++++++++++++++----------------
 src/distributions/geometric.py |   8 +-
 2 files changed, 237 insertions(+), 234 deletions(-)

diff --git a/charts/geometric.svg b/charts/geometric.svg
index d0ae692..d26db99 100644
--- a/charts/geometric.svg
+++ b/charts/geometric.svg
@@ -6,7 +6,7 @@
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    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-05-03T20:23:41.328657</dc:date>
+    <dc:date>2024-06-19T23:34:20.018189</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
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 L 65.04 244.224 
 L 57.6 244.224 
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@@ -51,7 +51,7 @@ L 102.24 307.584
 L 102.24 256.896 
 L 94.8 256.896 
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@@ -59,7 +59,7 @@ L 139.44 307.584
 L 139.44 267.0336 
 L 132 267.0336 
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@@ -67,7 +67,7 @@ L 176.64 307.584
 L 176.64 275.14368 
 L 169.2 275.14368 
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 L 243.6 286.822195 
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 L 318 294.296445 
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 L 102.24 228.384 
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 L 213.84 297.684 
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 L 109.68 256.896 
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@@ -1564,7 +1565,7 @@ z
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diff --git a/src/distributions/geometric.py b/src/distributions/geometric.py
index 57fed29..635c3ae 100644
--- a/src/distributions/geometric.py
+++ b/src/distributions/geometric.py
@@ -7,7 +7,7 @@ def save_to(directory: str, extension: str):
     # Possible values of p for the distribution
     p_values = [0.2, 0.5, 0.8]
     # Possible outcomes for a Geometric distributed variable
-    outcomes = np.arange(1, 11)
+    outcomes = np.arange(0, 10)
 
     # Creating the figure and the axis
     fig, ax = plt.subplots()
@@ -15,11 +15,13 @@ def save_to(directory: str, extension: str):
 
     # Plotting the PMF for each value of p
     for i, p in enumerate(p_values):
-        ax.bar(outcomes + i * width - width, geom.pmf(outcomes, p), width=width, label=f'p = {p}')
+        # Specify loc=-1 correct for the difference in the definition of the geometric distribution in scipy
+        # and the definition in the rand crate
+        ax.bar(outcomes + i * width - width, geom.pmf(outcomes, p, loc=-1), width=width, label=f'p = {p}')
 
     # Adding title and labels
     ax.set_title('Geometric distribution')
-    ax.set_xlabel('Number of trials until first success')
+    ax.set_xlabel('Number of failures until first success')
     ax.set_ylabel('Probability')
     ax.set_xticks(outcomes)  # set the ticks to be the outcome values
 

From eac24dccf494909c2f4a696047a53396da95f54f Mon Sep 17 00:00:00 2001
From: Michael Dyer <michaelowendyer@gmail.com>
Date: Thu, 20 Jun 2024 16:54:38 +0200
Subject: [PATCH 2/3] Change "until" to "before"

---
 src/distributions/geometric.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/distributions/geometric.py b/src/distributions/geometric.py
index 635c3ae..9dc7f5d 100644
--- a/src/distributions/geometric.py
+++ b/src/distributions/geometric.py
@@ -21,7 +21,7 @@ def save_to(directory: str, extension: str):
 
     # Adding title and labels
     ax.set_title('Geometric distribution')
-    ax.set_xlabel('Number of failures until first success')
+    ax.set_xlabel('Number of failures before first success')
     ax.set_ylabel('Probability')
     ax.set_xticks(outcomes)  # set the ticks to be the outcome values
 

From 6ff1cc8371bf2bdcafedda38450b69a418d4173c Mon Sep 17 00:00:00 2001
From: Michael Dyer <michaelowendyer@gmail.com>
Date: Thu, 20 Jun 2024 17:01:10 +0200
Subject: [PATCH 3/3] Update plot

---
 charts/geometric.svg | 225 ++++++++++++++++++++++---------------------
 1 file changed, 113 insertions(+), 112 deletions(-)

diff --git a/charts/geometric.svg b/charts/geometric.svg
index d26db99..c9a94ba 100644
--- a/charts/geometric.svg
+++ b/charts/geometric.svg
@@ -6,7 +6,7 @@
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    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-06-19T23:34:20.018189</dc:date>
+    <dc:date>2024-06-20T17:01:06.224764</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -43,7 +43,7 @@ L 65.04 307.584
 L 65.04 244.224 
 L 57.6 244.224 
 z
-" clip-path="url(#p3a74dad68a)" style="fill: #1f77b4"/>
+" clip-path="url(#pba068d7941)" style="fill: #1f77b4"/>
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    <g id="patch_4">
     <path d="M 94.8 307.584 
@@ -51,7 +51,7 @@ L 102.24 307.584
 L 102.24 256.896 
 L 94.8 256.896 
 z
-" clip-path="url(#p3a74dad68a)" style="fill: #1f77b4"/>
+" clip-path="url(#pba068d7941)" style="fill: #1f77b4"/>
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    <g id="patch_5">
     <path d="M 132 307.584 
@@ -59,7 +59,7 @@ L 139.44 307.584
 L 139.44 267.0336 
 L 132 267.0336 
 z
-" clip-path="url(#p3a74dad68a)" style="fill: #1f77b4"/>
+" clip-path="url(#pba068d7941)" style="fill: #1f77b4"/>
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@@ -67,7 +67,7 @@ L 176.64 307.584
 L 176.64 275.14368 
 L 169.2 275.14368 
 z
-" clip-path="url(#p3a74dad68a)" style="fill: #1f77b4"/>
+" clip-path="url(#pba068d7941)" style="fill: #1f77b4"/>
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@@ -75,7 +75,7 @@ L 213.84 307.584
 L 213.84 281.631744 
 L 206.4 281.631744 
 z
-" clip-path="url(#p3a74dad68a)" style="fill: #1f77b4"/>
+" clip-path="url(#pba068d7941)" style="fill: #1f77b4"/>
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@@ -83,7 +83,7 @@ L 251.04 307.584
 L 251.04 286.822195 
 L 243.6 286.822195 
 z
-" clip-path="url(#p3a74dad68a)" style="fill: #1f77b4"/>
+" clip-path="url(#pba068d7941)" style="fill: #1f77b4"/>
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     <path d="M 280.8 307.584 
@@ -91,7 +91,7 @@ L 288.24 307.584
 L 288.24 290.974556 
 L 280.8 290.974556 
 z
-" clip-path="url(#p3a74dad68a)" style="fill: #1f77b4"/>
+" clip-path="url(#pba068d7941)" style="fill: #1f77b4"/>
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     <path d="M 318 307.584 
@@ -99,7 +99,7 @@ L 325.44 307.584
 L 325.44 294.296445 
 L 318 294.296445 
 z
-" clip-path="url(#p3a74dad68a)" style="fill: #1f77b4"/>
+" clip-path="url(#pba068d7941)" style="fill: #1f77b4"/>
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@@ -107,7 +107,7 @@ L 362.64 307.584
 L 362.64 296.953956 
 L 355.2 296.953956 
 z
-" clip-path="url(#p3a74dad68a)" style="fill: #1f77b4"/>
+" clip-path="url(#pba068d7941)" style="fill: #1f77b4"/>
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    <g id="patch_12">
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@@ -115,7 +115,7 @@ L 399.84 307.584
 L 399.84 299.079965 
 L 392.4 299.079965 
 z
-" clip-path="url(#p3a74dad68a)" style="fill: #1f77b4"/>
+" clip-path="url(#pba068d7941)" style="fill: #1f77b4"/>
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@@ -123,7 +123,7 @@ L 72.48 307.584
 L 72.48 149.184 
 L 65.04 149.184 
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-" clip-path="url(#p3a74dad68a)" style="fill: #ff7f0e"/>
+" clip-path="url(#pba068d7941)" style="fill: #ff7f0e"/>
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@@ -131,7 +131,7 @@ L 109.68 307.584
 L 109.68 228.384 
 L 102.24 228.384 
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-" clip-path="url(#p3a74dad68a)" style="fill: #ff7f0e"/>
+" clip-path="url(#pba068d7941)" style="fill: #ff7f0e"/>
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@@ -139,7 +139,7 @@ L 146.88 307.584
 L 146.88 267.984 
 L 139.44 267.984 
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-" clip-path="url(#p3a74dad68a)" style="fill: #ff7f0e"/>
+" clip-path="url(#pba068d7941)" style="fill: #ff7f0e"/>
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@@ -147,7 +147,7 @@ L 184.08 307.584
 L 184.08 287.784 
 L 176.64 287.784 
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+" clip-path="url(#pba068d7941)" style="fill: #ff7f0e"/>
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@@ -155,7 +155,7 @@ L 221.28 307.584
 L 221.28 297.684 
 L 213.84 297.684 
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-" clip-path="url(#p3a74dad68a)" style="fill: #ff7f0e"/>
+" clip-path="url(#pba068d7941)" style="fill: #ff7f0e"/>
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@@ -163,7 +163,7 @@ L 258.48 307.584
 L 258.48 302.634 
 L 251.04 302.634 
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+" clip-path="url(#pba068d7941)" style="fill: #ff7f0e"/>
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 L 295.68 305.109 
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@@ -179,7 +179,7 @@ L 332.88 307.584
 L 332.88 306.3465 
 L 325.44 306.3465 
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+" clip-path="url(#pba068d7941)" style="fill: #ff7f0e"/>
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@@ -187,7 +187,7 @@ L 370.08 307.584
 L 370.08 306.96525 
 L 362.64 306.96525 
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+" clip-path="url(#pba068d7941)" style="fill: #ff7f0e"/>
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@@ -195,7 +195,7 @@ L 407.28 307.584
 L 407.28 307.274625 
 L 399.84 307.274625 
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-" clip-path="url(#p3a74dad68a)" style="fill: #ff7f0e"/>
+" clip-path="url(#pba068d7941)" style="fill: #ff7f0e"/>
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@@ -203,7 +203,7 @@ L 79.92 307.584
 L 79.92 54.144 
 L 72.48 54.144 
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+" clip-path="url(#pba068d7941)" style="fill: #2ca02c"/>
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@@ -211,7 +211,7 @@ L 117.12 307.584
 L 117.12 256.896 
 L 109.68 256.896 
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+" clip-path="url(#pba068d7941)" style="fill: #2ca02c"/>
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@@ -219,7 +219,7 @@ L 154.32 307.584
 L 154.32 297.4464 
 L 146.88 297.4464 
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-" clip-path="url(#p3a74dad68a)" style="fill: #2ca02c"/>
+" clip-path="url(#pba068d7941)" style="fill: #2ca02c"/>
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@@ -227,7 +227,7 @@ L 191.52 307.584
 L 191.52 305.55648 
 L 184.08 305.55648 
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-" clip-path="url(#p3a74dad68a)" style="fill: #2ca02c"/>
+" clip-path="url(#pba068d7941)" style="fill: #2ca02c"/>
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@@ -235,7 +235,7 @@ L 228.72 307.584
 L 228.72 307.178496 
 L 221.28 307.178496 
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 L 258.48 307.502899 
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@@ -251,7 +251,7 @@ L 303.12 307.584
 L 303.12 307.56778 
 L 295.68 307.56778 
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@@ -259,7 +259,7 @@ L 340.32 307.584
 L 340.32 307.580756 
 L 332.88 307.580756 
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-" clip-path="url(#p3a74dad68a)" style="fill: #2ca02c"/>
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 L 377.52 307.583351 
 L 370.08 307.583351 
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 L 414.72 307.58387 
 L 407.28 307.58387 
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+" clip-path="url(#pba068d7941)" style="fill: #2ca02c"/>
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    <g id="matplotlib.axis_1">
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-" clip-path="url(#p3a74dad68a)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pba068d7941)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
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-       <path id="mf539d6f9ef" d="M 0 0 
+       <path id="mc4d50f768b" d="M 0 0 
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+       <use xlink:href="#mc4d50f768b" x="68.76" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
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