{"id":68083,"date":"2024-07-04T06:16:13","date_gmt":"2024-07-04T02:46:13","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/fun-and-fantastic-algorithms-every-developer-should-know-6aj\/"},"modified":"2024-07-04T06:16:13","modified_gmt":"2024-07-04T02:46:13","slug":"fun-and-fantastic-algorithms-every-developer-should-know-6aj","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/fun-and-fantastic-algorithms-every-developer-should-know-6aj\/","title":{"rendered":"\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0633\u0631\u06af\u0631\u0645 \u06a9\u0646\u0646\u062f\u0647 \u0648 \u062e\u0627\u0631\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u06a9\u0647 \u0647\u0631 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647 \u0627\u06cc \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u062f"},"content":{"rendered":"<p>Summarize this content to 400 words in Persian Lang<br \/>\n            \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0637\u0644\u0633\u0645\u200c\u0647\u0627\u06cc \u062c\u0627\u062f\u0648\u06cc\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u0634\u06a9\u0644\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0648\u0638\u0627\u06cc\u0641 \u0642\u0627\u0628\u0644 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u06a9\u062f \u0645\u0627 \u0645\u0627\u0646\u0646\u062f \u06cc\u06a9 \u0627\u0641\u0633\u0648\u0646 \u0639\u0645\u0644 \u06a9\u0646\u062f.  \u0686\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0645\u0631\u062a\u0628\u200c\u0633\u0627\u0632\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u062c\u0633\u062a\u062c\u0648\u06cc \u0633\u0648\u0632\u0646 \u062f\u0631 \u0627\u0646\u0628\u0627\u0631 \u06a9\u0627\u0647\u060c \u06cc\u0627 \u06cc\u0627\u0641\u062a\u0646 \u06a9\u0648\u062a\u0627\u0647\u200c\u062a\u0631\u06cc\u0646 \u0645\u0633\u06cc\u0631 \u062f\u0631 \u067e\u06cc\u0686 \u0648 \u062e\u0645\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u0634\u0645\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.  \u0645\u0627 \u0628\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0633\u0631\u06af\u0631\u0645\u200c\u06a9\u0646\u0646\u062f\u0647 \u0648 \u062e\u0627\u0631\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647\u200c\u0627\u06cc \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u06cc\u0645 \u06a9\u0647 \u0647\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u0627\u06cc \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u062f \u0648 \u062f\u0648\u0633\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/p>\n<p>  1. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc<\/p>\n<p>\u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc \u062d\u0628\u0627\u0628<\/p>\n<p>\u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc \u062d\u0628\u0627\u0628 \u06a9\u0644\u0627\u0633\u06cc\u06a9 &#8220;\u062d\u0628\u0627\u0628&#8221; \u0628\u0627\u0632\u06cc \u0627\u0633\u062a.  \u062d\u0628\u0627\u0628 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u06cc\u06a9 \u0644\u06cc\u0648\u0627\u0646 \u0646\u0648\u0634\u0627\u0628\u0647 \u0628\u0647 \u0633\u0637\u062d \u0645\u06cc \u0622\u06cc\u0646\u062f \u0648 \u0647\u0631 \u062d\u0628\u0627\u0628 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u0639\u0646\u0635\u0631 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0639\u0646\u0627\u0635\u0631 \u0645\u062c\u0627\u0648\u0631 \u0631\u0627 \u062a\u0627 \u0645\u0631\u062a\u0628 \u0634\u062f\u0646 \u06a9\u0644 \u0644\u06cc\u0633\u062a \u0645\u0642\u0627\u06cc\u0633\u0647 \u0648 \u062a\u0639\u0648\u06cc\u0636 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>def bubble_sort(arr):<br \/>\n    n = len(arr)<br \/>\n    for i in range(n):<br \/>\n        for j in range(0, n-i-1):<br \/>\n            if arr[j] &gt; arr[j+1]:<br \/>\n                arr[j], arr[j+1] = arr[j+1], arr[j]\n    return arr<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc \u0633\u0631\u06cc\u0639<\/p>\n<p>Quick Sort \u0627\u0628\u0631\u0642\u0647\u0631\u0645\u0627\u0646 \u062a\u0642\u0633\u06cc\u0645 \u0648 \u062d\u06a9\u0648\u0645\u062a \u06a9\u0646 \u062f\u0631 \u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc \u0627\u0633\u062a.  \u06cc\u06a9 \u0645\u062d\u0648\u0631 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0622\u0631\u0627\u06cc\u0647 \u0631\u0627 \u0628\u0647 \u0642\u0633\u0645\u062a\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0648 \u0642\u0628\u0644 \u0627\u0632 \u0627\u062f\u063a\u0627\u0645 \u0645\u062c\u062f\u062f \u0622\u0646\u200c\u0647\u0627 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631\u060c \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u0644 \u0645\u0631\u062a\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f.  \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0642\u0641\u0633\u0647 \u06a9\u062a\u0627\u0628 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u062c\u062f\u0627 \u06a9\u0631\u062f\u0646 \u06a9\u062a\u0627\u0628 \u0647\u0627 \u0628\u0647 \u0698\u0627\u0646\u0631\u0647\u0627 \u0648 \u0633\u067e\u0633 \u0645\u0631\u062a\u0628 \u06a9\u0631\u062f\u0646 \u0647\u0631 \u0698\u0627\u0646\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>def quick_sort(arr):<br \/>\n    if len(arr)  1:<br \/>\n        return arr<br \/>\n    else:<br \/>\n        pivot = arr[len(arr) \/\/ 2]\n        left = [x for x in arr if x  pivot]\n        middle = [x for x in arr if x == pivot]\n        right = [x for x in arr if x &gt; pivot]\n        return quick_sort(left) + middle + quick_sort(right)<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>  2. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648<\/p>\n<p>\u062c\u0633\u062a\u062c\u0648\u06cc \u062e\u0637\u06cc<\/p>\n<p>\u062c\u0633\u062a\u062c\u0648\u06cc \u062e\u0637\u06cc \u0645\u0627\u0646\u0646\u062f \u0648\u0631\u0642 \u0632\u062f\u0646 \u0635\u0641\u062d\u0627\u062a \u06a9\u062a\u0627\u0628 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u06cc\u06a9 \u06a9\u0644\u0645\u0647 \u062e\u0627\u0635 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u0648 \u0647\u0631 \u0639\u0646\u0635\u0631 \u0631\u0627 \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0647\u062f\u0641 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0628\u0631\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u06cc\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0633\u0627\u062f\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f.<\/p>\n<p>def linear_search(arr, target):<br \/>\n    for i in range(len(arr)):<br \/>\n        if arr[i] == target:<br \/>\n            return i<br \/>\n    return -1<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>\u062c\u0633\u062a\u062c\u0648\u06cc \u0628\u0627\u06cc\u0646\u0631\u06cc<\/p>\n<p>\u062c\u0633\u062a\u062c\u0648\u06cc \u062f\u0648\u062f\u0648\u06cc\u06cc \u0633\u0644\u0627\u062d \u0645\u062e\u0641\u06cc \u06a9\u062a\u0627\u0628\u062f\u0627\u0631 \u0627\u0633\u062a.  \u0628\u0627 \u06cc\u06a9 \u0644\u06cc\u0633\u062a \u0645\u0631\u062a\u0628 \u0634\u062f\u0647\u060c \u0645\u062d\u062f\u0648\u062f\u0647 \u062c\u0633\u062a\u062c\u0648 \u0631\u0627 \u0628\u0647 \u0646\u0635\u0641 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0631\u0627 \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0647\u062f\u0641 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f \u0645\u062d\u062f\u0648\u062f \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u0646 \u0645\u0627\u0646\u0646\u062f \u0627\u0646\u062c\u0627\u0645 \u06cc\u06a9 \u0628\u0627\u0632\u06cc &#8220;\u0633\u0631\u062f \u0648 \u06af\u0631\u0645&#8221; \u0628\u0627 \u062f\u0642\u062a \u0627\u0633\u062a.<\/p>\n<p>def binary_search(arr, target):<br \/>\n    low, high = 0, len(arr) &#8211; 1<br \/>\n    while low  high:<br \/>\n        mid = (low + high) \/\/ 2<br \/>\n        if arr[mid] == target:<br \/>\n            return mid<br \/>\n        elif arr[mid]  target:<br \/>\n            low = mid + 1<br \/>\n        else:<br \/>\n            high = mid &#8211; 1<br \/>\n    return -1<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>  3. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0646\u0645\u0648\u062f\u0627\u0631<\/p>\n<p>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062f\u0627\u06cc\u06a9\u0633\u062a\u0631\u0627<\/p>\n<p>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 Dijkstra \u0628\u0647\u062a\u0631\u06cc\u0646 \u0646\u0627\u0648\u0628\u0631\u06cc GPS \u0627\u0633\u062a.  \u06a9\u0648\u062a\u0627\u0647 \u062a\u0631\u06cc\u0646 \u0645\u0633\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0633\u06cc\u0631\u06cc\u0627\u0628\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0634\u0628\u06a9\u0647 \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0647 \u0627\u06cc\u0646 \u0641\u06a9\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0633\u0631\u06cc\u0639\u062a\u0631\u06cc\u0646 \u0645\u0633\u06cc\u0631 \u0627\u0632 \u062e\u0627\u0646\u0647 \u062a\u0627 \u0628\u0633\u062a\u0646\u06cc \u0641\u0631\u0648\u0634\u06cc \u0645\u0648\u0631\u062f \u0639\u0644\u0627\u0642\u0647 \u062e\u0648\u062f \u0631\u0627 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>import heapq<\/p>\n<p>def dijkstra(graph, start):<br \/>\n    queue = []\n    heapq.heappush(queue, (0, start))<br \/>\n    distances = {node: float(&#8216;infinity&#8217;) for node in graph}<br \/>\n    distances[start] = 0<\/p>\n<p>    while queue:<br \/>\n        current_distance, current_node = heapq.heappop(queue)<\/p>\n<p>        if current_distance &gt; distances[current_node]:<br \/>\n            continue<\/p>\n<p>        for neighbor, weight in graph[current_node].items():<br \/>\n            distance = current_distance + weight<br \/>\n            if distance  distances[neighbor]:<br \/>\n                distances[neighbor] = distance<br \/>\n                heapq.heappush(queue, (distance, neighbor))<\/p>\n<p>    return distances<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>  4. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0648\u06cc\u0627<\/p>\n<p>\u062f\u0646\u0628\u0627\u0644\u0647 \u0641\u06cc\u0628\u0648\u0646\u0627\u0686\u06cc<\/p>\n<p>\u062f\u0646\u0628\u0627\u0644\u0647 \u0641\u06cc\u0628\u0648\u0646\u0627\u0686\u06cc \u0645\u0639\u0645\u0627\u06cc \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0637\u0628\u06cc\u0639\u062a \u0627\u0633\u062a.  \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0648\u06cc\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0646\u0628\u0627\u0644\u0647\u200c\u0627\u06cc \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0631\u0622\u0645\u062f \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u06cc\u0645\u060c \u0645\u0627\u0646\u0646\u062f \u067e\u0631 \u06a9\u0631\u062f\u0646 \u0642\u0637\u0639\u0627\u062a \u06af\u0645\u0634\u062f\u0647 \u06cc\u06a9 \u0645\u0648\u0632\u0627\u06cc\u06cc\u06a9 \u0632\u06cc\u0628\u0627.<\/p>\n<p>def fibonacci(n):<br \/>\n    if n  1:<br \/>\n        return n<br \/>\n    fib = [0, 1]\n    for i in range(2, n+1):<br \/>\n        fib.append(fib[i-1] + fib[i-2])<br \/>\n    return fib[n]\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>  5. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/p>\n<p>K-\u0646\u0632\u062f\u06cc\u06a9\u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u06af\u0627\u0646 (KNN)<\/p>\n<p>KNN \u0645\u0627\u0646\u0646\u062f \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u062f\u0633\u062a\u0647 \u062e\u0648\u062f \u062f\u0631 \u06cc\u06a9 \u06a9\u0627\u0641\u0647 \u062a\u0631\u06cc\u0627 \u062f\u0628\u06cc\u0631\u0633\u062a\u0627\u0646 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 &#8220;\u0647\u0645\u0633\u0627\u06cc\u06af\u06cc&#8221; \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u062a\u0639\u0644\u0642 \u062f\u0627\u0631\u0646\u062f \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0648 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>import numpy as np<br \/>\nfrom collections import Counter<\/p>\n<p>def knn_predict(data, query, k):<br \/>\n    distances = []\n    for group in data:<br \/>\n        for features in data[group]:<br \/>\n            euclidean_distance = np.linalg.norm(np.array(features) &#8211; np.array(query))<br \/>\n            distances.append((euclidean_distance, group))<\/p>\n<p>    votes = [i[1] for i in sorted(distances)[:k]]\n    vote_result = Counter(votes).most_common(1)[0][0]\n    return vote_result<\/p>\n<p>    \u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/p>\n<p>    \u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/p>\n<p>  \u0646\u062a\u06cc\u062c\u0647<\/p>\n<p>\u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0633\u0631\u06af\u0631\u0645\u200c\u06a9\u0646\u0646\u062f\u0647 \u0648 \u062e\u0627\u0631\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0627\u062c\u0632\u0627\u06cc \u0645\u062e\u0641\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0627\u0631\u0622\u0645\u062f\u060c \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0648 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u06a9\u0631\u062f\u0646 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0634\u0645\u0627 \u0647\u0633\u062a\u0646\u062f.  \u0627\u0632 \u0645\u0631\u062a\u0628\u200c\u0633\u0627\u0632\u06cc \u0648 \u062c\u0633\u062a\u062c\u0648 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0646\u0627\u0648\u0628\u0631\u06cc \u0646\u0645\u0648\u062f\u0627\u0631 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0648\u06cc\u0627\u060c \u062a\u0633\u0644\u0637 \u0628\u0631 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u062d\u0644 \u0645\u0633\u0626\u0644\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u0641\u0631\u0635\u062a\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0633\u0641\u0631 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0634\u0645\u0627 \u0628\u0627\u0632 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<p>\u0622\u0645\u0648\u0632\u0634 \u0647\u0627 \u0648 \u0645\u0646\u0627\u0628\u0639 \u0647\u06cc\u062c\u0627\u0646 \u0627\u0646\u06af\u06cc\u0632 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u062f\u0631 DevToys.io\u060c \u0632\u0645\u06cc\u0646 \u0628\u0627\u0632\u06cc \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0647\u0645\u0647 \u0686\u06cc\u0632\u060c \u06a9\u0627\u0648\u0634 \u06a9\u0646\u06cc\u062f.  \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc \u0645\u0628\u0627\u0631\u06a9!<\/p>\n<p>  \u2764\ufe0f \u0627\u06af\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0644\u0630\u062a \u0628\u0631\u062f\u06cc\u062f\u060c \u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u0627\u0646\u062c\u0645\u0646 \u0647\u06a9\u0631\u0647\u0627\u06cc \u0645\u0627 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f!  \u062f\u0631 \u062e\u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0627 \u062b\u0628\u062a \u0646\u0627\u0645 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062c\u0644\u0648\u062a\u0631 \u0628\u0627\u0634\u06cc\u062f!  DevToys.io \ud83d\udc7d<\/p>\n<div data-article-id=\"1910936\" id=\"article-body\">\n<p>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0637\u0644\u0633\u0645\u200c\u0647\u0627\u06cc \u062c\u0627\u062f\u0648\u06cc\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u0634\u06a9\u0644\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0648\u0638\u0627\u06cc\u0641 \u0642\u0627\u0628\u0644 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u06a9\u062f \u0645\u0627 \u0645\u0627\u0646\u0646\u062f \u06cc\u06a9 \u0627\u0641\u0633\u0648\u0646 \u0639\u0645\u0644 \u06a9\u0646\u062f.  \u0686\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0645\u0631\u062a\u0628\u200c\u0633\u0627\u0632\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u062c\u0633\u062a\u062c\u0648\u06cc \u0633\u0648\u0632\u0646 \u062f\u0631 \u0627\u0646\u0628\u0627\u0631 \u06a9\u0627\u0647\u060c \u06cc\u0627 \u06cc\u0627\u0641\u062a\u0646 \u06a9\u0648\u062a\u0627\u0647\u200c\u062a\u0631\u06cc\u0646 \u0645\u0633\u06cc\u0631 \u062f\u0631 \u067e\u06cc\u0686 \u0648 \u062e\u0645\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u0634\u0645\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.  \u0645\u0627 \u0628\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0633\u0631\u06af\u0631\u0645\u200c\u06a9\u0646\u0646\u062f\u0647 \u0648 \u062e\u0627\u0631\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647\u200c\u0627\u06cc \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u06cc\u0645 \u06a9\u0647 \u0647\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u0627\u06cc \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u062f \u0648 \u062f\u0648\u0633\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/p>\n<hr\/>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u062a\u063a\u06cc\u06cc\u0631 \u0648\u0636\u0639\u06cc\u062a \u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/fun-and-fantastic-algorithms-every-developer-should-know-6aj\/#1_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D9%85%D8%B1%D8%AA%D8%A8_%D8%B3%D8%A7%D8%B2%DB%8C\" >1. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/fun-and-fantastic-algorithms-every-developer-should-know-6aj\/#2_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D8%AC%D8%B3%D8%AA%D8%AC%D9%88\" >2. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/fun-and-fantastic-algorithms-every-developer-should-know-6aj\/#3_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D9%86%D9%85%D9%88%D8%AF%D8%A7%D8%B1\" >3. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0646\u0645\u0648\u062f\u0627\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/fun-and-fantastic-algorithms-every-developer-should-know-6aj\/#4_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%D9%BE%D9%88%DB%8C%D8%A7\" >4. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0648\u06cc\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/fun-and-fantastic-algorithms-every-developer-should-know-6aj\/#5_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86\" >5. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/fun-and-fantastic-algorithms-every-developer-should-know-6aj\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/fun-and-fantastic-algorithms-every-developer-should-know-6aj\/#%E2%9D%A4%EF%B8%8F_%D8%A7%DA%AF%D8%B1_%D8%A7%D8%B2_%D8%A7%DB%8C%D9%86_%D9%85%D9%82%D8%A7%D9%84%D9%87_%D9%84%D8%B0%D8%AA_%D8%A8%D8%B1%D8%AF%DB%8C%D8%AF%D8%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D8%B7%D9%84%D8%A7%D8%B9%D8%A7%D8%AA_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1_%D8%A8%D9%87_%D8%A7%D9%86%D8%AC%D9%85%D9%86_%D9%87%DA%A9%D8%B1%D9%87%D8%A7%DB%8C_%D9%85%D8%A7_%D9%85%D8%B1%D8%A7%D8%AC%D8%B9%D9%87_%DA%A9%D9%86%DB%8C%D8%AF_%D8%AF%D8%B1_%D8%AE%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_%D9%85%D8%A7_%D8%AB%D8%A8%D8%AA_%D9%86%D8%A7%D9%85_%DA%A9%D9%86%DB%8C%D8%AF_%D8%AA%D8%A7_%D8%AC%D9%84%D9%88%D8%AA%D8%B1_%D8%A8%D8%A7%D8%B4%DB%8C%D8%AF_DevToysio_%F0%9F%91%BD\" >\u2764\ufe0f \u0627\u06af\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0644\u0630\u062a \u0628\u0631\u062f\u06cc\u062f\u060c \u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u0627\u0646\u062c\u0645\u0646 \u0647\u06a9\u0631\u0647\u0627\u06cc \u0645\u0627 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f!  \u062f\u0631 \u062e\u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0627 \u062b\u0628\u062a \u0646\u0627\u0645 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062c\u0644\u0648\u062a\u0631 \u0628\u0627\u0634\u06cc\u062f!  DevToys.io \ud83d\udc7d<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"1_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D9%85%D8%B1%D8%AA%D8%A8_%D8%B3%D8%A7%D8%B2%DB%8C\"><\/span>\n<p>  1. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc \u062d\u0628\u0627\u0628<\/strong><\/p>\n<p>\u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc \u062d\u0628\u0627\u0628 \u06a9\u0644\u0627\u0633\u06cc\u06a9 &#8220;\u062d\u0628\u0627\u0628&#8221; \u0628\u0627\u0632\u06cc \u0627\u0633\u062a.  \u062d\u0628\u0627\u0628 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u06cc\u06a9 \u0644\u06cc\u0648\u0627\u0646 \u0646\u0648\u0634\u0627\u0628\u0647 \u0628\u0647 \u0633\u0637\u062d \u0645\u06cc \u0622\u06cc\u0646\u062f \u0648 \u0647\u0631 \u062d\u0628\u0627\u0628 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u0639\u0646\u0635\u0631 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0639\u0646\u0627\u0635\u0631 \u0645\u062c\u0627\u0648\u0631 \u0631\u0627 \u062a\u0627 \u0645\u0631\u062a\u0628 \u0634\u062f\u0646 \u06a9\u0644 \u0644\u06cc\u0633\u062a \u0645\u0642\u0627\u06cc\u0633\u0647 \u0648 \u062a\u0639\u0648\u06cc\u0636 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"k\">def<\/span> <span class=\"nf\">bubble_sort<\/span><span class=\"p\">(<\/span><span class=\"n\">arr<\/span><span class=\"p\">):<\/span>\n    <span class=\"n\">n<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">arr<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"ow\">in<\/span> <span class=\"nf\">range<\/span><span class=\"p\">(<\/span><span class=\"n\">n<\/span><span class=\"p\">):<\/span>\n        <span class=\"k\">for<\/span> <span class=\"n\">j<\/span> <span class=\"ow\">in<\/span> <span class=\"nf\">range<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">n<\/span><span class=\"o\">-<\/span><span class=\"n\">i<\/span><span class=\"o\">-<\/span><span class=\"mi\">1<\/span><span class=\"p\">):<\/span>\n            <span class=\"k\">if<\/span> <span class=\"n\">arr<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">]<\/span> <span class=\"o\">&gt;<\/span> <span class=\"n\">arr<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">]:<\/span>\n                <span class=\"n\">arr<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">],<\/span> <span class=\"n\">arr<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"n\">arr<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">],<\/span> <span class=\"n\">arr<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">]<\/span>\n    <span class=\"k\">return<\/span> <span class=\"n\">arr<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc \u0633\u0631\u06cc\u0639<\/strong><\/p>\n<p>Quick Sort \u0627\u0628\u0631\u0642\u0647\u0631\u0645\u0627\u0646 \u062a\u0642\u0633\u06cc\u0645 \u0648 \u062d\u06a9\u0648\u0645\u062a \u06a9\u0646 \u062f\u0631 \u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc \u0627\u0633\u062a.  \u06cc\u06a9 \u0645\u062d\u0648\u0631 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0622\u0631\u0627\u06cc\u0647 \u0631\u0627 \u0628\u0647 \u0642\u0633\u0645\u062a\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0648 \u0642\u0628\u0644 \u0627\u0632 \u0627\u062f\u063a\u0627\u0645 \u0645\u062c\u062f\u062f \u0622\u0646\u200c\u0647\u0627 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631\u060c \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u0644 \u0645\u0631\u062a\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f.  \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0642\u0641\u0633\u0647 \u06a9\u062a\u0627\u0628 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u062c\u062f\u0627 \u06a9\u0631\u062f\u0646 \u06a9\u062a\u0627\u0628 \u0647\u0627 \u0628\u0647 \u0698\u0627\u0646\u0631\u0647\u0627 \u0648 \u0633\u067e\u0633 \u0645\u0631\u062a\u0628 \u06a9\u0631\u062f\u0646 \u0647\u0631 \u0698\u0627\u0646\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"k\">def<\/span> <span class=\"nf\">quick_sort<\/span><span class=\"p\">(<\/span><span class=\"n\">arr<\/span><span class=\"p\">):<\/span>\n    <span class=\"k\">if<\/span> <span class=\"nf\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">arr<\/span><span class=\"p\">)<\/span> <span class=\"o\"> <span class=\"mi\">1<\/span><span class=\"p\">:<\/span>\n        <span class=\"k\">return<\/span> <span class=\"n\">arr<\/span>\n    <span class=\"k\">else<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">pivot<\/span> <span class=\"o\">=<\/span> <span class=\"n\">arr<\/span><span class=\"p\">[<\/span><span class=\"nf\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">arr<\/span><span class=\"p\">)<\/span> <span class=\"o\">\/\/<\/span> <span class=\"mi\">2<\/span><span class=\"p\">]<\/span>\n        <span class=\"n\">left<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">x<\/span> <span class=\"k\">for<\/span> <span class=\"n\">x<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">arr<\/span> <span class=\"k\">if<\/span> <span class=\"n\">x<\/span> <span class=\"o\"> <span class=\"n\">pivot<\/span><span class=\"p\">]<\/span>\n        <span class=\"n\">middle<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">x<\/span> <span class=\"k\">for<\/span> <span class=\"n\">x<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">arr<\/span> <span class=\"k\">if<\/span> <span class=\"n\">x<\/span> <span class=\"o\">==<\/span> <span class=\"n\">pivot<\/span><span class=\"p\">]<\/span>\n        <span class=\"n\">right<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">x<\/span> <span class=\"k\">for<\/span> <span class=\"n\">x<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">arr<\/span> <span class=\"k\">if<\/span> <span class=\"n\">x<\/span> <span class=\"o\">&gt;<\/span> <span class=\"n\">pivot<\/span><span class=\"p\">]<\/span>\n        <span class=\"k\">return<\/span> <span class=\"nf\">quick_sort<\/span><span class=\"p\">(<\/span><span class=\"n\">left<\/span><span class=\"p\">)<\/span> <span class=\"o\">+<\/span> <span class=\"n\">middle<\/span> <span class=\"o\">+<\/span> <span class=\"nf\">quick_sort<\/span><span class=\"p\">(<\/span><span class=\"n\">right<\/span><span class=\"p\">)<\/span>\n<\/span><\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"2_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D8%AC%D8%B3%D8%AA%D8%AC%D9%88\"><\/span>\n<p>  2. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u062c\u0633\u062a\u062c\u0648\u06cc \u062e\u0637\u06cc<\/strong><\/p>\n<p>\u062c\u0633\u062a\u062c\u0648\u06cc \u062e\u0637\u06cc \u0645\u0627\u0646\u0646\u062f \u0648\u0631\u0642 \u0632\u062f\u0646 \u0635\u0641\u062d\u0627\u062a \u06a9\u062a\u0627\u0628 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u06cc\u06a9 \u06a9\u0644\u0645\u0647 \u062e\u0627\u0635 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u0648 \u0647\u0631 \u0639\u0646\u0635\u0631 \u0631\u0627 \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0647\u062f\u0641 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0628\u0631\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u06cc\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0633\u0627\u062f\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"k\">def<\/span> <span class=\"nf\">linear_search<\/span><span class=\"p\">(<\/span><span class=\"n\">arr<\/span><span class=\"p\">,<\/span> <span class=\"n\">target<\/span><span class=\"p\">):<\/span>\n    <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"ow\">in<\/span> <span class=\"nf\">range<\/span><span class=\"p\">(<\/span><span class=\"nf\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">arr<\/span><span class=\"p\">)):<\/span>\n        <span class=\"k\">if<\/span> <span class=\"n\">arr<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"o\">==<\/span> <span class=\"n\">target<\/span><span class=\"p\">:<\/span>\n            <span class=\"k\">return<\/span> <span class=\"n\">i<\/span>\n    <span class=\"k\">return<\/span> <span class=\"o\">-<\/span><span class=\"mi\">1<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u062c\u0633\u062a\u062c\u0648\u06cc \u0628\u0627\u06cc\u0646\u0631\u06cc<\/strong><\/p>\n<p>\u062c\u0633\u062a\u062c\u0648\u06cc \u062f\u0648\u062f\u0648\u06cc\u06cc \u0633\u0644\u0627\u062d \u0645\u062e\u0641\u06cc \u06a9\u062a\u0627\u0628\u062f\u0627\u0631 \u0627\u0633\u062a.  \u0628\u0627 \u06cc\u06a9 \u0644\u06cc\u0633\u062a \u0645\u0631\u062a\u0628 \u0634\u062f\u0647\u060c \u0645\u062d\u062f\u0648\u062f\u0647 \u062c\u0633\u062a\u062c\u0648 \u0631\u0627 \u0628\u0647 \u0646\u0635\u0641 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0631\u0627 \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0647\u062f\u0641 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f \u0645\u062d\u062f\u0648\u062f \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u0646 \u0645\u0627\u0646\u0646\u062f \u0627\u0646\u062c\u0627\u0645 \u06cc\u06a9 \u0628\u0627\u0632\u06cc &#8220;\u0633\u0631\u062f \u0648 \u06af\u0631\u0645&#8221; \u0628\u0627 \u062f\u0642\u062a \u0627\u0633\u062a.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"k\">def<\/span> <span class=\"nf\">binary_search<\/span><span class=\"p\">(<\/span><span class=\"n\">arr<\/span><span class=\"p\">,<\/span> <span class=\"n\">target<\/span><span class=\"p\">):<\/span>\n    <span class=\"n\">low<\/span><span class=\"p\">,<\/span> <span class=\"n\">high<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"nf\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">arr<\/span><span class=\"p\">)<\/span> <span class=\"o\">-<\/span> <span class=\"mi\">1<\/span>\n    <span class=\"k\">while<\/span> <span class=\"n\">low<\/span> <span class=\"o\"> <span class=\"n\">high<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">mid<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span><span class=\"n\">low<\/span> <span class=\"o\">+<\/span> <span class=\"n\">high<\/span><span class=\"p\">)<\/span> <span class=\"o\">\/\/<\/span> <span class=\"mi\">2<\/span>\n        <span class=\"k\">if<\/span> <span class=\"n\">arr<\/span><span class=\"p\">[<\/span><span class=\"n\">mid<\/span><span class=\"p\">]<\/span> <span class=\"o\">==<\/span> <span class=\"n\">target<\/span><span class=\"p\">:<\/span>\n            <span class=\"k\">return<\/span> <span class=\"n\">mid<\/span>\n        <span class=\"k\">elif<\/span> <span class=\"n\">arr<\/span><span class=\"p\">[<\/span><span class=\"n\">mid<\/span><span class=\"p\">]<\/span> <span class=\"o\"> <span class=\"n\">target<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">low<\/span> <span class=\"o\">=<\/span> <span class=\"n\">mid<\/span> <span class=\"o\">+<\/span> <span class=\"mi\">1<\/span>\n        <span class=\"k\">else<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">high<\/span> <span class=\"o\">=<\/span> <span class=\"n\">mid<\/span> <span class=\"o\">-<\/span> <span class=\"mi\">1<\/span>\n    <span class=\"k\">return<\/span> <span class=\"o\">-<\/span><span class=\"mi\">1<\/span>\n<\/span><\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<hr\/>\n<p><\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"3_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D9%86%D9%85%D9%88%D8%AF%D8%A7%D8%B1\"><\/span>\n<p>  3. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0646\u0645\u0648\u062f\u0627\u0631<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062f\u0627\u06cc\u06a9\u0633\u062a\u0631\u0627<\/strong><\/p>\n<p>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 Dijkstra \u0628\u0647\u062a\u0631\u06cc\u0646 \u0646\u0627\u0648\u0628\u0631\u06cc GPS \u0627\u0633\u062a.  \u06a9\u0648\u062a\u0627\u0647 \u062a\u0631\u06cc\u0646 \u0645\u0633\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0633\u06cc\u0631\u06cc\u0627\u0628\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0634\u0628\u06a9\u0647 \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0647 \u0627\u06cc\u0646 \u0641\u06a9\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0633\u0631\u06cc\u0639\u062a\u0631\u06cc\u0646 \u0645\u0633\u06cc\u0631 \u0627\u0632 \u062e\u0627\u0646\u0647 \u062a\u0627 \u0628\u0633\u062a\u0646\u06cc \u0641\u0631\u0648\u0634\u06cc \u0645\u0648\u0631\u062f \u0639\u0644\u0627\u0642\u0647 \u062e\u0648\u062f \u0631\u0627 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">import<\/span> <span class=\"n\">heapq<\/span>\n\n<span class=\"k\">def<\/span> <span class=\"nf\">dijkstra<\/span><span class=\"p\">(<\/span><span class=\"n\">graph<\/span><span class=\"p\">,<\/span> <span class=\"n\">start<\/span><span class=\"p\">):<\/span>\n    <span class=\"n\">queue<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\n    <span class=\"n\">heapq<\/span><span class=\"p\">.<\/span><span class=\"nf\">heappush<\/span><span class=\"p\">(<\/span><span class=\"n\">queue<\/span><span class=\"p\">,<\/span> <span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">start<\/span><span class=\"p\">))<\/span>\n    <span class=\"n\">distances<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"n\">node<\/span><span class=\"p\">:<\/span> <span class=\"nf\">float<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">infinity<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span> <span class=\"k\">for<\/span> <span class=\"n\">node<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">graph<\/span><span class=\"p\">}<\/span>\n    <span class=\"n\">distances<\/span><span class=\"p\">[<\/span><span class=\"n\">start<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">0<\/span>\n\n    <span class=\"k\">while<\/span> <span class=\"n\">queue<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">current_distance<\/span><span class=\"p\">,<\/span> <span class=\"n\">current_node<\/span> <span class=\"o\">=<\/span> <span class=\"n\">heapq<\/span><span class=\"p\">.<\/span><span class=\"nf\">heappop<\/span><span class=\"p\">(<\/span><span class=\"n\">queue<\/span><span class=\"p\">)<\/span>\n\n        <span class=\"k\">if<\/span> <span class=\"n\">current_distance<\/span> <span class=\"o\">&gt;<\/span> <span class=\"n\">distances<\/span><span class=\"p\">[<\/span><span class=\"n\">current_node<\/span><span class=\"p\">]:<\/span>\n            <span class=\"k\">continue<\/span>\n\n        <span class=\"k\">for<\/span> <span class=\"n\">neighbor<\/span><span class=\"p\">,<\/span> <span class=\"n\">weight<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">graph<\/span><span class=\"p\">[<\/span><span class=\"n\">current_node<\/span><span class=\"p\">].<\/span><span class=\"nf\">items<\/span><span class=\"p\">():<\/span>\n            <span class=\"n\">distance<\/span> <span class=\"o\">=<\/span> <span class=\"n\">current_distance<\/span> <span class=\"o\">+<\/span> <span class=\"n\">weight<\/span>\n            <span class=\"k\">if<\/span> <span class=\"n\">distance<\/span> <span class=\"o\"> <span class=\"n\">distances<\/span><span class=\"p\">[<\/span><span class=\"n\">neighbor<\/span><span class=\"p\">]:<\/span>\n                <span class=\"n\">distances<\/span><span class=\"p\">[<\/span><span class=\"n\">neighbor<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"n\">distance<\/span>\n                <span class=\"n\">heapq<\/span><span class=\"p\">.<\/span><span class=\"nf\">heappush<\/span><span class=\"p\">(<\/span><span class=\"n\">queue<\/span><span class=\"p\">,<\/span> <span class=\"p\">(<\/span><span class=\"n\">distance<\/span><span class=\"p\">,<\/span> <span class=\"n\">neighbor<\/span><span class=\"p\">))<\/span>\n\n    <span class=\"k\">return<\/span> <span class=\"n\">distances<\/span>\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"4_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%D9%BE%D9%88%DB%8C%D8%A7\"><\/span>\n<p>  4. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0648\u06cc\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u062f\u0646\u0628\u0627\u0644\u0647 \u0641\u06cc\u0628\u0648\u0646\u0627\u0686\u06cc<\/strong><\/p>\n<p>\u062f\u0646\u0628\u0627\u0644\u0647 \u0641\u06cc\u0628\u0648\u0646\u0627\u0686\u06cc \u0645\u0639\u0645\u0627\u06cc \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0637\u0628\u06cc\u0639\u062a \u0627\u0633\u062a.  \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0648\u06cc\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0646\u0628\u0627\u0644\u0647\u200c\u0627\u06cc \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0631\u0622\u0645\u062f \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u06cc\u0645\u060c \u0645\u0627\u0646\u0646\u062f \u067e\u0631 \u06a9\u0631\u062f\u0646 \u0642\u0637\u0639\u0627\u062a \u06af\u0645\u0634\u062f\u0647 \u06cc\u06a9 \u0645\u0648\u0632\u0627\u06cc\u06cc\u06a9 \u0632\u06cc\u0628\u0627.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"k\">def<\/span> <span class=\"nf\">fibonacci<\/span><span class=\"p\">(<\/span><span class=\"n\">n<\/span><span class=\"p\">):<\/span>\n    <span class=\"k\">if<\/span> <span class=\"n\">n<\/span> <span class=\"o\"> <span class=\"mi\">1<\/span><span class=\"p\">:<\/span>\n        <span class=\"k\">return<\/span> <span class=\"n\">n<\/span>\n    <span class=\"n\">fib<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">]<\/span>\n    <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"ow\">in<\/span> <span class=\"nf\">range<\/span><span class=\"p\">(<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"n\">n<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">):<\/span>\n        <span class=\"n\">fib<\/span><span class=\"p\">.<\/span><span class=\"nf\">append<\/span><span class=\"p\">(<\/span><span class=\"n\">fib<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"o\">-<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span> <span class=\"o\">+<\/span> <span class=\"n\">fib<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"o\">-<\/span><span class=\"mi\">2<\/span><span class=\"p\">])<\/span>\n    <span class=\"k\">return<\/span> <span class=\"n\">fib<\/span><span class=\"p\">[<\/span><span class=\"n\">n<\/span><span class=\"p\">]<\/span>\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"5_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86\"><\/span>\n<p>  5. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>K-\u0646\u0632\u062f\u06cc\u06a9\u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u06af\u0627\u0646 (KNN)<\/strong><\/p>\n<p>KNN \u0645\u0627\u0646\u0646\u062f \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u062f\u0633\u062a\u0647 \u062e\u0648\u062f \u062f\u0631 \u06cc\u06a9 \u06a9\u0627\u0641\u0647 \u062a\u0631\u06cc\u0627 \u062f\u0628\u06cc\u0631\u0633\u062a\u0627\u0646 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 &#8220;\u0647\u0645\u0633\u0627\u06cc\u06af\u06cc&#8221; \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u062a\u0639\u0644\u0642 \u062f\u0627\u0631\u0646\u062f \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0648 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">import<\/span> <span class=\"n\">numpy<\/span> <span class=\"k\">as<\/span> <span class=\"n\">np<\/span>\n<span class=\"kn\">from<\/span> <span class=\"n\">collections<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Counter<\/span>\n\n<span class=\"k\">def<\/span> <span class=\"nf\">knn_predict<\/span><span class=\"p\">(<\/span><span class=\"n\">data<\/span><span class=\"p\">,<\/span> <span class=\"n\">query<\/span><span class=\"p\">,<\/span> <span class=\"n\">k<\/span><span class=\"p\">):<\/span>\n    <span class=\"n\">distances<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\n    <span class=\"k\">for<\/span> <span class=\"n\">group<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">data<\/span><span class=\"p\">:<\/span>\n        <span class=\"k\">for<\/span> <span class=\"n\">features<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">data<\/span><span class=\"p\">[<\/span><span class=\"n\">group<\/span><span class=\"p\">]:<\/span>\n            <span class=\"n\">euclidean_distance<\/span> <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">linalg<\/span><span class=\"p\">.<\/span><span class=\"nf\">norm<\/span><span class=\"p\">(<\/span><span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"nf\">array<\/span><span class=\"p\">(<\/span><span class=\"n\">features<\/span><span class=\"p\">)<\/span> <span class=\"o\">-<\/span> <span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"nf\">array<\/span><span class=\"p\">(<\/span><span class=\"n\">query<\/span><span class=\"p\">))<\/span>\n            <span class=\"n\">distances<\/span><span class=\"p\">.<\/span><span class=\"nf\">append<\/span><span class=\"p\">((<\/span><span class=\"n\">euclidean_distance<\/span><span class=\"p\">,<\/span> <span class=\"n\">group<\/span><span class=\"p\">))<\/span>\n\n    <span class=\"n\">votes<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"ow\">in<\/span> <span class=\"nf\">sorted<\/span><span class=\"p\">(<\/span><span class=\"n\">distances<\/span><span class=\"p\">)[:<\/span><span class=\"n\">k<\/span><span class=\"p\">]]<\/span>\n    <span class=\"n\">vote_result<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Counter<\/span><span class=\"p\">(<\/span><span class=\"n\">votes<\/span><span class=\"p\">).<\/span><span class=\"nf\">most_common<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"p\">)[<\/span><span class=\"mi\">0<\/span><span class=\"p\">][<\/span><span class=\"mi\">0<\/span><span class=\"p\">]<\/span>\n    <span class=\"k\">return<\/span> <span class=\"n\">vote_result<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87\"><\/span>\n<p>  \u0646\u062a\u06cc\u062c\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0633\u0631\u06af\u0631\u0645\u200c\u06a9\u0646\u0646\u062f\u0647 \u0648 \u062e\u0627\u0631\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0627\u062c\u0632\u0627\u06cc \u0645\u062e\u0641\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0627\u0631\u0622\u0645\u062f\u060c \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0648 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u06a9\u0631\u062f\u0646 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0634\u0645\u0627 \u0647\u0633\u062a\u0646\u062f.  \u0627\u0632 \u0645\u0631\u062a\u0628\u200c\u0633\u0627\u0632\u06cc \u0648 \u062c\u0633\u062a\u062c\u0648 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0646\u0627\u0648\u0628\u0631\u06cc \u0646\u0645\u0648\u062f\u0627\u0631 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0648\u06cc\u0627\u060c \u062a\u0633\u0644\u0637 \u0628\u0631 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u062d\u0644 \u0645\u0633\u0626\u0644\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u0641\u0631\u0635\u062a\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0633\u0641\u0631 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0634\u0645\u0627 \u0628\u0627\u0632 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<p>\u0622\u0645\u0648\u0632\u0634 \u0647\u0627 \u0648 \u0645\u0646\u0627\u0628\u0639 \u0647\u06cc\u062c\u0627\u0646 \u0627\u0646\u06af\u06cc\u0632 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u062f\u0631 DevToys.io\u060c \u0632\u0645\u06cc\u0646 \u0628\u0627\u0632\u06cc \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0647\u0645\u0647 \u0686\u06cc\u0632\u060c \u06a9\u0627\u0648\u0634 \u06a9\u0646\u06cc\u062f.  \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc \u0645\u0628\u0627\u0631\u06a9!<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%E2%9D%A4%EF%B8%8F_%D8%A7%DA%AF%D8%B1_%D8%A7%D8%B2_%D8%A7%DB%8C%D9%86_%D9%85%D9%82%D8%A7%D9%84%D9%87_%D9%84%D8%B0%D8%AA_%D8%A8%D8%B1%D8%AF%DB%8C%D8%AF%D8%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D8%B7%D9%84%D8%A7%D8%B9%D8%A7%D8%AA_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1_%D8%A8%D9%87_%D8%A7%D9%86%D8%AC%D9%85%D9%86_%D9%87%DA%A9%D8%B1%D9%87%D8%A7%DB%8C_%D9%85%D8%A7_%D9%85%D8%B1%D8%A7%D8%AC%D8%B9%D9%87_%DA%A9%D9%86%DB%8C%D8%AF_%D8%AF%D8%B1_%D8%AE%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_%D9%85%D8%A7_%D8%AB%D8%A8%D8%AA_%D9%86%D8%A7%D9%85_%DA%A9%D9%86%DB%8C%D8%AF_%D8%AA%D8%A7_%D8%AC%D9%84%D9%88%D8%AA%D8%B1_%D8%A8%D8%A7%D8%B4%DB%8C%D8%AF_DevToysio_%F0%9F%91%BD\"><\/span>\n<p>  \u2764\ufe0f \u0627\u06af\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0644\u0630\u062a \u0628\u0631\u062f\u06cc\u062f\u060c \u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u0627\u0646\u062c\u0645\u0646 \u0647\u06a9\u0631\u0647\u0627\u06cc \u0645\u0627 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f!  \u062f\u0631 \u062e\u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0627 \u062b\u0628\u062a \u0646\u0627\u0645 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062c\u0644\u0648\u062a\u0631 \u0628\u0627\u0634\u06cc\u062f!  DevToys.io \ud83d\udc7d<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Summarize this content to 400 words in Persian Lang \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0637\u0644\u0633\u0645\u200c\u0647\u0627\u06cc \u062c\u0627\u062f\u0648\u06cc\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u0634\u06a9\u0644\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0648\u0638\u0627\u06cc\u0641 \u0642\u0627\u0628\u0644 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u06a9\u062f \u0645\u0627 \u0645\u0627\u0646\u0646\u062f \u06cc\u06a9 \u0627\u0641\u0633\u0648\u0646 \u0639\u0645\u0644 \u06a9\u0646\u062f. \u0686\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0645\u0631\u062a\u0628\u200c\u0633\u0627\u0632\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u062c\u0633\u062a\u062c\u0648\u06cc \u0633\u0648\u0632\u0646 \u062f\u0631 \u0627\u0646\u0628\u0627\u0631 \u06a9\u0627\u0647\u060c \u06cc\u0627 \u06cc\u0627\u0641\u062a\u0646 \u06a9\u0648\u062a\u0627\u0647\u200c\u062a\u0631\u06cc\u0646 \u0645\u0633\u06cc\u0631 \u062f\u0631 \u067e\u06cc\u0686 \u0648 \u062e\u0645\u060c &hellip;<\/p>\n","protected":false},"author":2,"featured_media":68084,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-68083","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/68083","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=68083"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/68083\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/68084"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=68083"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=68083"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=68083"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}