From ce20fea2efc0e4e6140c3704b8b042dc77857919 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Bar=C4=B1=C5=9F?= <barisbursali1987@gmail.com>
Date: Fri, 13 Mar 2026 09:34:11 +0300
Subject: [PATCH 1/5] Add Week 2 weighted random sampling homework

---
 Week02/weighted_baris_bursali.py | 10 ++++++++++
 1 file changed, 10 insertions(+)
 create mode 100644 Week02/weighted_baris_bursali.py

diff --git a/Week02/weighted_baris_bursali.py b/Week02/weighted_baris_bursali.py
new file mode 100644
index 00000000..42574871
--- /dev/null
+++ b/Week02/weighted_baris_bursali.py
@@ -0,0 +1,10 @@
+import random
+
+def weighted_srs(data, n, weights, with_replacement):
+    w, out = list(weights) if weights else [1] * len(data), []
+    for _ in range(n):
+        target, current = random.uniform(0, sum(w)), 0
+        for i, val in enumerate(w):
+            current += val
+            if target <= current: out.append(data[i]); w[i] *= int(with_replacement); break
+    return out

From 159e404a762724f4476b35dd7e57545a06b8e789 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Bar=C4=B1=C5=9F?= <barisbursali1987@gmail.com>
Date: Fri, 13 Mar 2026 09:51:12 +0300
Subject: [PATCH 2/5] Fix function signature and line count

---
 .../info_arda_korkmaz.cpython-313.pyc           | Bin 0 -> 232 bytes
 .../info_arda_sevinc.cpython-313.pyc            | Bin 0 -> 230 bytes
 .../info_baris_gules.cpython-313.pyc            | Bin 0 -> 237 bytes
 .../info_basak_ovacilli.cpython-313.pyc         | Bin 0 -> 249 bytes
 .../info_berat_uzdil.cpython-313.pyc            | Bin 0 -> 230 bytes
 .../info_berkay_altunbag.cpython-313.pyc        | Bin 0 -> 242 bytes
 .../info_bugra_ozturk.cpython-313.pyc           | Bin 0 -> 238 bytes
 .../__pycache__/info_buse_cici.cpython-313.pyc  | Bin 0 -> 226 bytes
 .../info_busenaz_durmus.cpython-313.pyc         | Bin 0 -> 241 bytes
 .../info_cagatay_karadag.cpython-313.pyc        | Bin 0 -> 244 bytes
 .../info_damla_ergenekon.cpython-313.pyc        | Bin 0 -> 239 bytes
 .../info_damlasila_gokdemir.cpython-313.pyc     | Bin 0 -> 250 bytes
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 .../info_yigithan_erken.cpython-313.pyc         | Bin 0 -> 240 bytes
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 Week02/weighted_baris_bursali.py                |  14 +++++++-------
 77 files changed, 7 insertions(+), 7 deletions(-)
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HcmV?d00001

diff --git a/Week02/__pycache__/weighted_yigit_dastan.cpython-313.pyc b/Week02/__pycache__/weighted_yigit_dastan.cpython-313.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..f72a70a068e04878f99ac3c76f373d8a8003136e
GIT binary patch
literal 526
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literal 0
HcmV?d00001

diff --git a/Week02/weighted_baris_bursali.py b/Week02/weighted_baris_bursali.py
index 42574871..b3555f7f 100644
--- a/Week02/weighted_baris_bursali.py
+++ b/Week02/weighted_baris_bursali.py
@@ -1,10 +1,10 @@
 import random
 
-def weighted_srs(data, n, weights, with_replacement):
-    w, out = list(weights) if weights else [1] * len(data), []
+def weighted_srs(data, n, weights, *, with_replacement=False):
+    w, out = (weights[:] if weights else [1]*len(data)), []
     for _ in range(n):
-        target, current = random.uniform(0, sum(w)), 0
-        for i, val in enumerate(w):
-            current += val
-            if target <= current: out.append(data[i]); w[i] *= int(with_replacement); break
-    return out
+        r = random.uniform(0, sum(w))
+        for i in range(len(data)):
+            r -= w[i]
+            if r <= 0: out.append(data[i]); w[i] *= int(with_replacement); break
+    return out
\ No newline at end of file

From ec664ceeed7b70a943091e76cbda521fa2d8d97f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Bar=C4=B1=C5=9F?= <barisbursali1987@gmail.com>
Date: Fri, 3 Apr 2026 08:59:46 +0300
Subject: [PATCH 3/5] Completed Week 03 shifted homework

---
 Week03/shifted_baris_bursali.py | 5 +++++
 1 file changed, 5 insertions(+)
 create mode 100644 Week03/shifted_baris_bursali.py

diff --git a/Week03/shifted_baris_bursali.py b/Week03/shifted_baris_bursali.py
new file mode 100644
index 00000000..ed2d08ac
--- /dev/null
+++ b/Week03/shifted_baris_bursali.py
@@ -0,0 +1,5 @@
+def shifted(sample):
+    n = len(sample)
+    mean = sum(sample) / n
+    median = sorted(sample)[n // 2] if n % 2 != 0 else (sorted(sample)[n // 2 - 1] + sorted(sample)[n // 2]) / 2
+    return abs(mean - median) / abs(mean) * 100
\ No newline at end of file

From 832008691dad0a3c741a6e3e117ca354884d0742 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Bar=C4=B1=C5=9F?= <barisbursali1987@gmail.com>
Date: Fri, 3 Apr 2026 09:10:12 +0300
Subject: [PATCH 4/5] Update Week 02 weighted sampling with working code

---
 Week02/weighted_baris_bursali.py | 12 ++++--------
 1 file changed, 4 insertions(+), 8 deletions(-)

diff --git a/Week02/weighted_baris_bursali.py b/Week02/weighted_baris_bursali.py
index b3555f7f..3d766d8f 100644
--- a/Week02/weighted_baris_bursali.py
+++ b/Week02/weighted_baris_bursali.py
@@ -1,10 +1,6 @@
 import random
 
-def weighted_srs(data, n, weights, *, with_replacement=False):
-    w, out = (weights[:] if weights else [1]*len(data)), []
-    for _ in range(n):
-        r = random.uniform(0, sum(w))
-        for i in range(len(data)):
-            r -= w[i]
-            if r <= 0: out.append(data[i]); w[i] *= int(with_replacement); break
-    return out
\ No newline at end of file
+def weighted_srs(data, n, weights, with_replacement=False):
+    if with_replacement:
+        return random.choices(data, k=n)
+    return random.sample(data, n) if weights is None else random.choices(data, weights=weights, k=n)
\ No newline at end of file

From d659248a86c738721b30ba790ede1ab5e621a5b3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Bar=C4=B1=C5=9F?= <barisbursali1987@gmail.com>
Date: Fri, 3 Apr 2026 09:15:37 +0300
Subject: [PATCH 5/5] Update Week 02 code

---
 Week02/weighted_baris_bursali.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/Week02/weighted_baris_bursali.py b/Week02/weighted_baris_bursali.py
index 3d766d8f..5bdd3619 100644
--- a/Week02/weighted_baris_bursali.py
+++ b/Week02/weighted_baris_bursali.py
@@ -1,6 +1,7 @@
 import random
 
 def weighted_srs(data, n, weights, with_replacement=False):
-    if with_replacement:
-        return random.choices(data, k=n)
-    return random.sample(data, n) if weights is None else random.choices(data, weights=weights, k=n)
\ No newline at end of file
+    if with_replacement or weights is None:
+        return random.choices(data, k=n) if with_replacement else random.sample(data, n)
+    population = sum([[data[i]] * weights[i] for i in range(len(data))], [])
+    return random.sample(population, n)
\ No newline at end of file