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59 changes: 59 additions & 0 deletions Algorithms/BFS_BreadthFirstSearch.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,59 @@
from collections import deque

class Graph:
def __init__(self):
self.graph = {}

def add_edge(self, vertex, neighbor):
if vertex in self.graph:
self.graph[vertex].append(neighbor)
else:
self.graph[vertex] = [neighbor]

def bfs(self, start):
visited = set()
queue = deque()

queue.append(start)
visited.add(start)

while queue:
vertex = queue.popleft()
print(vertex, end=" ")

for neighbor in self.graph.get(vertex, []):
if neighbor not in visited:
queue.append(neighbor)
visited.add(neighbor)

if __name__ == "__main__":
graph = Graph()
graph.add_edge(0, 1)
graph.add_edge(0, 2)
graph.add_edge(1, 2)
graph.add_edge(2, 0)
graph.add_edge(2, 3)
graph.add_edge(3, 3)
graph.add_edge(4, 5)
graph.add_edge(5, 6)
graph.add_edge(6, 7)
graph.add_edge(7, 4)
graph.add_edge(8, 9)
graph.add_edge(9, 10)
graph.add_edge(10, 11)
graph.add_edge(11, 8)
graph.add_edge(12, 13)
graph.add_edge(13, 14)
graph.add_edge(14, 15)
graph.add_edge(15, 12)
graph.add_edge(16, 17)
graph.add_edge(17, 18)
graph.add_edge(18, 19)
graph.add_edge(19, 16)

print("Breadth-First Traversal (starting from vertex 2):")
graph.bfs(2)
print("\n")

print("Breadth-First Traversal (starting from vertex 9):")
graph.bfs(9)
28 changes: 28 additions & 0 deletions Algorithms/DFS_DepthFirstSearch.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,28 @@
from collections import defaultdict

class Graph:
def __init__(self):
self.graph = defaultdict(list)

def add_edge(self, u, v):
self.graph[u].append(v)

def dfs(self, v, visited):
visited[v] = True
print(v, end=' ')

for i in self.graph[v]:
if not visited[i]:
self.dfs(i, visited)

g = Graph()

edges = [(0, 1), (0, 2), (1, 3), (1, 4), (2, 5), (2, 6), (3, 7), (3, 8), (4, 9), (4, 10), (5, 11), (5, 12),
(6, 3), (6, 4), (6, 13), (6, 14), (7, 8), (7, 9), (8, 9)]

for edge in edges:
g.add_edge(edge[0], edge[1])

print("Depth-First Traversal (starting from vertex 0):")
visited = [False] * 15
g.dfs(0, visited)
53 changes: 53 additions & 0 deletions Algorithms/HammingCode.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,53 @@
def hamming_encode(data):
r = 1
while 2**r < len(data) + r + 1:
r += 1

encoded_data = [0] * (len(data) + r)

j = 0
for i in range(1, len(encoded_data) + 1):
if i & (i - 1) != 0:
encoded_data[i - 1] = int(data[j])
j += 1

for i in range(r):
mask = 2**i
for j in range(1, len(encoded_data) + 1):
if j & mask == mask:
encoded_data[j - 1] ^= encoded_data[i]

return encoded_data

def hamming_decode(encoded_data):
r = 1
while 2**r < len(encoded_data):
r += 1

syndrome = [0] * r
for i in range(r):
mask = 2**i
for j in range(len(encoded_data)):
if j & mask == mask:
syndrome[i] ^= encoded_data[j]

error_position = sum([2**i * bit for i, bit in enumerate(syndrome)])

if error_position != 0:
encoded_data[error_position - 1] ^= 1

decoded_data = []
j = 0
for i in range(1, len(encoded_data) + 1):
if i & (i - 1) != 0:
decoded_data.append(encoded_data[i - 1])

return decoded_data

data = input("Enter binary data: ")

encoded_data = hamming_encode(data)
print("Encoded:", ''.join(map(str, encoded_data)))

decoded_data = hamming_decode(encoded_data)
print("Decoded:", ''.join(map(str, decoded_data)))