{"id":5994,"date":"2025-03-09T16:26:22","date_gmt":"2025-03-09T12:56:22","guid":{"rendered":"https:\/\/zaminhost.com\/blog\/?p=5994"},"modified":"2025-04-06T09:07:28","modified_gmt":"2025-04-06T05:37:28","slug":"%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86","status":"publish","type":"post","link":"https:\/\/zaminhost.com\/blog\/%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86\/","title":{"rendered":"\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 10 \u062a\u0627 \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646"},"content":{"rendered":"\n<p>\u062f\u0631 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href=\"https:\/\/zaminhost.com\/blog\/%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0686\u06cc\u0633\u062a<\/a><\/strong> \u0648 \u0686\u0647 \u0645\u0632\u0627\u06cc\u0627 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u062f\u0631 \u0639\u0635\u0631 \u0645\u062f\u0631\u0646 \u0627\u0645\u0631\u0648\u0632\u06cc \u062f\u0627\u0631\u062f\u060c \u0627\u0647\u0645\u06cc\u062a \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u0627\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u0632 \u062f\u0644\u0627\u06cc\u0644 \u0627\u0647\u0645\u06cc\u062a \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0647 \u0627\u0645\u06a9\u0627\u0646 \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0648\u0638\u0627\u06cc\u0641 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style=\"color:#044f7b\">1. TensorFlow<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"337\" src=\"https:\/\/zaminhost.com\/blog\/wp-content\/uploads\/2025\/03\/tensor-1.jpg\" alt=\"\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\" class=\"wp-image-5967\"\/><\/figure>\n<\/div>\n\n\n<p>\u00a0\u0627\u0648\u0644\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646TensorFlow \u0627\u0633\u062a. \u0627\u0645\u0627 <strong><a href=\"https:\/\/zaminhost.com\/blog\/tensorflow\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0686\u06cc\u0633\u062a<\/a><\/strong>\u061f \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u062a\u0646 \u200c\u0628\u0627\u0632 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u062f\u062f\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 \u062a\u06cc\u0645 Google Brain \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0647\u200c \u0648\u06cc\u0698\u0647 \u062f\u0631 \u067e\u06cc\u0627\u062f\u0647\u200c \u0633\u0627\u0632\u06cc <strong>\u0634\u0628\u06a9\u0647 \u200c\u0639\u0635\u0628\u06cc<\/strong> \u0648 <strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/strong> \u06a9\u0627\u0631\u0628\u0631\u062f \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u200c\u0627\u06cc \u062f\u0627\u0631\u062f. TensorFlow \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062c\u0631\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647\u060c \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0631\u0627 \u0645\u062f\u0644 \u200c\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u0628\u0631 \u0631\u0648\u06cc CPU \u0648 GPU \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0646\u0639\u0637\u0627\u0641 \u200c\u067e\u0630\u06cc\u0631\u06cc \u0628\u0627\u0644\u0627:<\/strong> \u0627\u0645\u06a9\u0627\u0646 \u062a\u0639\u0631\u06cc\u0641 \u0648 \u0622\u0645\u0648\u0632\u0634 \u0627\u0646\u0648\u0627\u0639 \u0645\u062f\u0644 \u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/li>\n\n\n\n<li><strong>\u0645\u0642\u06cc\u0627\u0633 \u200c\u067e\u0630\u06cc\u0631\u06cc:<\/strong><strong> <\/strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u062c\u0631\u0627 \u0628\u0631 \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0632 \u062c\u0645\u0644\u0647 \u0645\u0648\u0628\u0627\u06cc\u0644 \u0648 \u0633\u0631\u0648\u0631<\/li>\n\n\n\n<li><strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0632\u0628\u0627\u0646\u200c \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641:<\/strong> \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0627\u0632 \u0632\u0628\u0627\u0646 \u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f C++ \u0648 \u062c\u0627\u0648\u0627 \u0646\u06cc\u0632 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n\n\n\n<li>\u0631\u0627\u06cc\u06af\u0627\u0646 \u0648 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632<\/li>\n\n\n\n<li>\u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u0628\u0627 TensorBoard \u0622\u0633\u0627\u0646<\/li>\n\n\n\n<li>\u0627\u0632 TPU \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0633\u0631\u06cc\u0639\u062a\u0631 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 GPU \u0648 CPU \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644<\/strong><strong>:<\/strong><strong> <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0645\u062f\u0644 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0633\u0627\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 TensorFlow \u0648 Keras \u0633\u0627\u062e\u062a\u0647 \u0645\u06cc \u200c\u0634\u0648\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install tensorflow\nimport tensorflow as tf\nfrom tensorflow.keras.models import Sequential\nfrom tensorflow.keras.layers import Dense, Flatten\nfrom tensorflow.keras.optimizers import Adam\nfrom tensorflow.keras.datasets import mnist\nfrom tensorflow.keras.utils import to_categorical\n\n# Load and preprocess the MNIST dataset\n(X_train, y_train), (X_test, y_test) = mnist.load_data()\nX_train, X_test = X_train \/ 255.0, X_test \/ 255.0  # Normalize pixel values\ny_train, y_test = to_categorical(y_train), to_categorical(y_test)  # One-hot encode labels\n\n# Build a simple neural network model\nmodel = Sequential(&#91;\n    Flatten(input_shape=(28, 28)),\n    Dense(128, activation='relu'),\n    Dense(64, activation='relu'),\n    Dense(10, activation='softmax')\n])\n\n# Compile the model with an optimizer and loss function\nmodel.compile(optimizer=Adam(), loss='categorical_crossentropy', metrics=&#91;'accuracy'])\n\n# Train the model\nmodel.fit(X_train, y_train, epochs=5, batch_size=32, validation_split=0.2)\n\n# Evaluate the model\ntest_loss, test_accuracy = model.evaluate(X_test, y_test)\nprint(\"Test Accuracy:\", test_accuracy)<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-3586cfc3f26a523cdd575eb6f9a0f938\" style=\"color:#044f7b\">2. PyTorch<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"322\" src=\"https:\/\/zaminhost.com\/blog\/wp-content\/uploads\/2025\/03\/PyTorch.jpg\" alt=\"PyTorch\" class=\"wp-image-6001\"\/><\/figure>\n<\/div>\n\n\n<p>\u062f\u0648\u0645\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 PyTorch \u0627\u0633\u062a. \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u062a\u0646 \u200c\u0628\u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0647 \u062a\u0648\u0633\u0637 Facebook\u2019s AI Research Lab \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0647\u200c \u062e\u0627\u0637\u0631 \u0633\u0627\u062f\u06af\u06cc \u0648 \u0627\u0646\u0639\u0637\u0627\u0641\u200c \u067e\u0630\u06cc\u0631\u06cc \u062f\u0631 \u0633\u0627\u062e\u062a \u0648 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c \u0634\u0648\u062f. PyTorch \u0627\u0632 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u067e\u0648\u06cc\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u0648 \u0628\u0631\u0631\u0633\u06cc \u0645\u062f\u0644 \u200c\u0647\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0632 \u0628\u0627\u0631\u0632\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0647 \u0644\u06cc\u0633\u062a \u0632\u06cc\u0631 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u067e\u0648\u06cc\u0627:<\/strong> \u0627\u0645\u06a9\u0627\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u062f\u0644 \u062f\u0631 \u062d\u06cc\u0646 \u0627\u062c\u0631\u0627<\/li>\n\n\n\n<li><strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0642\u0648\u06cc \u0627\u0632<\/strong><strong> GPU<\/strong><strong>:<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0647\u06cc\u0646\u0647 \u0627\u0632 GPU \u0628\u0631\u0627\u06cc \u062a\u0633\u0631\u06cc\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a<\/li>\n\n\n\n<li><strong>\u062c\u0627\u0645\u0639\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0641\u0639\u0627\u0644:<\/strong> \u0645\u0646\u0627\u0628\u0639 \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u06af\u0633\u062a\u0631\u062f\u0647<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644<\/strong><strong>:<\/strong><strong> <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0645\u062f\u0644 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0633\u0627\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 PyTorch \u0633\u0627\u062e\u062a\u0647 \u0645\u06cc \u200c\u0634\u0648\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install torch\nimport torch\nimport torch.nn as nn\nimport torch.optim as optim\n\n# Define a simple neural network\nclass SimpleNN(nn.Module):\n    def __init__(self):\n        super(SimpleNN, self).__init__()\n        self.fc1 = nn.Linear(784, 128)\n        self.fc2 = nn.Linear(128, 10)\n\n    def forward(self, x):\n        x = torch.relu(self.fc1(x))\n        x = self.fc2(x)\n        return x\n\n# Initialize model, loss function, and optimizer\nmodel = SimpleNN()\ncriterion = nn.CrossEntropyLoss()\noptimizer = optim.Adam(model.parameters(), lr=0.001)\n\n# Dummy input and output tensors\ninputs = torch.randn(64, 784)  # Batch of 64, 784 features (28x28 image flattened)\nlabels = torch.randint(0, 10, (64,))  # Random target labels\n\n# Training step\noptimizer.zero_grad()               # Clear gradients\noutputs = model(inputs)             # Forward pass\nloss = criterion(outputs, labels)   # Calculate loss\nloss.backward()                     # Backward pass\noptimizer.step()                    # Update weights<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-e353c6575a0fabcf66d5f0922eef936c\" style=\"color:#044f7b\">3. Scikit-Learn<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"418\" src=\"https:\/\/zaminhost.com\/blog\/wp-content\/uploads\/2025\/03\/Scikit-Learn.jpg\" alt=\"\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\" class=\"wp-image-6002\"\/><\/figure>\n<\/div>\n\n\n<p>\u0633\u0648\u0645\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 Scikit-Learn \u0627\u0633\u062a. \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0639\u0631\u0648\u0641 \u200c\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0647 \u0628\u0631 \u067e\u0627\u06cc\u0647\u200c\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u200c\u0647\u0627\u06cc NumPy \u0648 SciPy \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u200c\u0627\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c \u06a9\u0627\u0648\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c \u0647\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0634\u0627\u0645\u0644 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0645\u0627\u0646\u0646\u062f \u0637\u0628\u0642\u0647\u200c \u0628\u0646\u062f\u06cc\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0648 \u062e\u0648\u0634\u0647 \u200c\u0628\u0646\u062f\u06cc \u0627\u0633\u062a. \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0633\u0627\u062f\u0647:<\/strong> \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0645\u0628\u062a\u062f\u06cc\u0627\u0646 \u0648 \u062d\u0631\u0641\u0647 \u200c\u0627\u06cc \u200c\u0647\u0627<\/li>\n\n\n\n<li><strong>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639:<\/strong><strong> <\/strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627\u06cc \u0646\u0638\u0627\u0631\u062a \u200c\u0634\u062f\u0647 \u0648 \u0646\u0638\u0627\u0631\u062a \u200c\u0646\u0634\u062f\u0647<\/li>\n\n\n\n<li><strong>\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u06cc\u0634 \u200c\u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647:<\/strong> \u0627\u0645\u06a9\u0627\u0646\u0627\u062a\u06cc \u0628\u0631\u0627\u06cc \u0646\u0631\u0645\u0627\u0644 \u200c\u0633\u0627\u0632\u06cc\u060c \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u0633\u0627\u0632\u06cc \u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc\u200c \u0647\u0627<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644<\/strong><strong>:<\/strong><strong> <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u0632 Scikit-Learn \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u062f\u0644 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c \u0634\u0648\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install scikit-learn\nfrom sklearn import datasets, model_selection, preprocessing, metrics\nfrom sklearn.linear_model import LogisticRegression\nfrom sklearn.ensemble import RandomForestClassifier\nfrom sklearn import datasets, model_selection, preprocessing, metrics\nfrom sklearn.linear_model import LogisticRegression\nfrom sklearn.ensemble import RandomForestClassifier\n\n# Load a sample dataset\ndata = datasets.load_iris()\nX, y = data.data, data.target\n\n# Split the data into training and testing sets\nX_train, X_test, y_train, y_test = model_selection.train_test_split(X, y, test_size=0.2, random_state=42)\n\n# Data preprocessing - Standardize features\nscaler = preprocessing.StandardScaler()\nX_train = scaler.fit_transform(X_train)\nX_test = scaler.transform(X_test)\n\n# Initialize a classifier (e.g., Random Forest)\nmodel = RandomForestClassifier(random_state=42)\nmodel.fit(X_train, y_train)  # Train the model\n\n# Make predictions and evaluate the model\ny_pred = model.predict(X_test)\naccuracy = metrics.accuracy_score(y_test, y_pred)\nprint(\"Accuracy:\", accuracy)\n\n# Example with Logistic Regression\nmodel = LogisticRegression()\nmodel.fit(X_train, y_train)\ny_pred = model.predict(X_test)\naccuracy = metrics.accuracy_score(y_test, y_pred)\nprint(\"Logistic Regression Accuracy:\", accuracy)<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-9abeb8b8fb2e5b1fe37f4a3a153cfa7d\" style=\"color:#044f7b\">4. Keras<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"366\" src=\"https:\/\/zaminhost.com\/blog\/wp-content\/uploads\/2025\/03\/Keras.jpg\" alt=\"Keras\" class=\"wp-image-6003\"\/><\/figure>\n<\/div>\n\n\n<p>Keras \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0633\u0637\u062d \u0628\u0627\u0644\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0648 \u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631 \u0631\u0648\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f TensorFlow \u0648 Theano \u0627\u062c\u0631\u0627 \u0645\u06cc \u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0647\u200c \u062e\u0627\u0637\u0631 \u0633\u0627\u062f\u06af\u06cc \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0622\u0633\u0627\u0646\u060c \u062f\u0631 \u0628\u06cc\u0646 \u062a\u0648\u0633\u0639\u0647\u200c \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u062f. \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0633\u0627\u062f\u0647 \u0648 \u0645\u0627\u0698\u0648\u0644\u0627\u0631:<\/strong> \u0627\u0645\u06a9\u0627\u0646 \u0633\u0627\u062e\u062a \u0645\u062f\u0644 \u200c\u0647\u0627 \u0628\u0647 \u200c\u0635\u0648\u0631\u062a \u0633\u0631\u06cc\u0639 \u0648 \u0622\u0633\u0627\u0646<\/li>\n\n\n\n<li><strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0634\u0628\u06a9\u0647 \u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u062e\u062a\u0644\u0641:<\/strong> \u0634\u0627\u0645\u0644 \u0634\u0628\u06a9\u0647 \u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646 (CNN) \u0648 \u0628\u0627\u0632\u06af\u0634\u062a\u06cc (RNN)<\/li>\n\n\n\n<li><strong>\u0627\u062f\u063a\u0627\u0645 \u0628\u0627\u00a0TensorFlow:<\/strong> \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a \u200c\u0647\u0627\u06cc TensorFlow \u062f\u0631 Keras<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644<\/strong><strong>:<\/strong><strong> <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0645\u062f\u0644 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Keras \u0645\u06cc \u0633\u0627\u0632\u06cc\u0645:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from tensorflow.keras.models import Sequential\nfrom tensorflow.keras.layers import Dense\n\n# \u062a\u0639\u0631\u06cc\u0641 \u0645\u062f\u0644\nmodel = Sequential(&#91;\n    Dense(64, activation='relu', input_shape=(784,)),\n    Dense(10, activation='softmax')\n])\n\n# \u062e\u0644\u0627\u0635\u0647\u200c\u0627\u06cc \u0627\u0632 \u0645\u062f\u0644 \u0631\u0627 \u0686\u0627\u067e \u06a9\u0646\u06cc\u062f\nmodel.summary()\n\n# \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0645\u062f\u0644\nmodel.compile(optimizer='adam',\n              loss='categorical_crossentropy',\n              metrics=&#91;'accuracy'])\n\n# \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 (\u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u062a\u0633\u062a \u0622\u0645\u0627\u062f\u0647\u200c\u0627\u0646\u062f)\n# model.fit(X_train, y_train, epochs=10, batch_size=32, validation_data=(X_test, y_test)) <\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-039de0de6d642a9ede7c7cab10109381\" style=\"color:#044f7b\">5. NumPy<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"371\" src=\"https:\/\/zaminhost.com\/blog\/wp-content\/uploads\/2025\/03\/NumPy.jpg\" alt=\"\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\" class=\"wp-image-6004\"\/><\/figure>\n<\/div>\n\n\n<p>\u062f\u06cc\u06af\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 NumPy (Numerical Python) \u0627\u0633\u062a. NumPy\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0633\u0627\u0633\u06cc \u200c\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u062f\u062f\u06cc \u0648 \u0639\u0644\u0645\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u0645\u06a9\u0627\u0646 \u06a9\u0627\u0631 \u0628\u0627 \u0622\u0631\u0627\u06cc\u0647\u200c \u0647\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0648 \u0627\u0646\u062c\u0627\u0645 \u0639\u0645\u0644\u06cc\u0627\u062a \u0631\u06cc\u0627\u0636\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u0627\u0646\u0646\u062f TensorFlow \u0648 Scikit-Learn \u0628\u0631 \u067e\u0627\u06cc\u0647\u200c\u06cc NumPy \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647\u200c \u0627\u0646\u062f. \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0622\u0631\u0627\u06cc\u0647 \u200c\u0647\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc:<\/strong><strong> <\/strong><strong>\u0627<\/strong>\u0645\u06a9\u0627\u0646 \u062a\u0639\u0631\u06cc\u0641 \u0648 \u06a9\u0627\u0631 \u0628\u0627 \u0622\u0631\u0627\u06cc\u0647 \u200c\u0647\u0627\u06cc n-\u0628\u0639\u062f\u06cc \u0628\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627<\/li>\n\n\n\n<li><strong>\u062a\u0648\u0627\u0628\u0639 \u0631\u06cc\u0627\u0636\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647:<\/strong> \u0634\u0627\u0645\u0644 \u062a\u0648\u0627\u0628\u0639\u06cc \u0628\u0631\u0627\u06cc \u062c\u0628\u0631 \u062e\u0637\u06cc\u060c \u062a\u0628\u062f\u06cc\u0644 \u0641\u0648\u0631\u06cc\u0647 \u0648 \u0639\u0645\u0644\u06cc\u0627\u062a \u062a\u0635\u0627\u062f\u0641\u06cc<\/li>\n\n\n\n<li><strong>\u06cc\u06a9\u067e\u0627\u0631\u0686\u06af\u06cc \u0628\u0627 \u0633\u0627\u06cc\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c \u0647\u0627:<\/strong><strong> <\/strong>\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0632 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u200c\u0627\u06cc NumPy \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644<\/strong><strong>:<\/strong><strong> <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647\u200c\u06cc \u062f\u0648 \u200c\u0628\u0639\u062f\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 NumPy \u0627\u06cc\u062c\u0627\u062f \u0648 \u0628\u0631\u062e\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u0631\u0648\u06cc \u0622\u0646 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u200c\u0634\u0648\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install numpy\n# Create an array with a range of numbers\narray = np.arange(10)        \n\n# Reshape an array into a matrix               \nmatrix = array.reshape(2, 5)       \n\n# Generate an array of zeros        \nzeros = np.zeros((3, 3))                        \n\n# Generate an array of random numbers\nrandom_numbers = np.random.rand(4, 4)           \n\n# Calculate the mean of an array\nmean_value = np.mean(array)                     \n\n# Find the maximum value in an array\nmax_value = np.max(array)                      \n\n# Compute the dot product of two matrices\ndot_product = np.dot(matrix, matrix.T)          \n\n# Get unique elements in an array\nunique_elements = np.unique(array)  <\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-03ed61d7b9d33abd3e3003aa751b92a8\" style=\"color:#044f7b\">6. SciPy<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"403\" src=\"https:\/\/zaminhost.com\/blog\/wp-content\/uploads\/2025\/03\/SciPy.jpg\" alt=\"SciPy\" class=\"wp-image-6005\"\/><\/figure>\n<\/div>\n\n\n<p>SciPy (Scientific Python) \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631 \u067e\u0627\u06cc\u0647\u200c\u06cc NumPy \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u200c\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u0644\u0645\u06cc \u0648 \u0645\u0647\u0646\u062f\u0633\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0634\u0627\u0645\u0644 \u0645\u0627\u0698\u0648\u0644 \u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c \u0633\u0627\u0632\u06cc\u060c \u062c\u0628\u0631 \u062e\u0637\u06cc\u060c \u0627\u0646\u062a\u06af\u0631\u0627\u0644\u200c\u06af\u06cc\u0631\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0627\u0633\u062a. \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0647\u0633\u062a\u0646\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0628\u0647\u06cc\u0646\u0647 \u200c\u0633\u0627\u0632\u06cc:<\/strong> \u062a\u0648\u0627\u0628\u0639\u06cc \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0645\u06cc\u0646\u06cc\u0645\u0645 \u0648 \u0645\u0627\u06a9\u0632\u06cc\u0645\u0645 \u062a\u0648\u0627\u0628\u0639<\/li>\n\n\n\n<li><strong>\u062c\u0628\u0631 \u062e\u0637\u06cc:<\/strong> \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0639\u0627\u062f\u0644\u0627\u062a \u062e\u0637\u06cc \u0648 \u0645\u062d\u0627\u0633\u0628\u0647\u200c\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u0648\u06cc\u0698\u0647<\/li>\n\n\n\n<li><strong>\u067e\u0631\u062f\u0627\u0632\u0634 \u0633\u06cc\u06af\u0646\u0627\u0644:<\/strong> \u062a\u0648\u0627\u0628\u0639\u06cc \u0628\u0631\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0633\u06cc\u06af\u0646\u0627\u0644 \u200c\u0647\u0627<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644<\/strong><strong>:<\/strong><strong> <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u0632 SciPy \u0628\u0631\u0627\u06cc \u062d\u0644 \u06cc\u06a9 \u0645\u0639\u0627\u062f\u0644\u0647\u200c\u06cc \u062f\u06cc\u0641\u0631\u0627\u0646\u0633\u06cc\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u200c\u0634\u0648\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install scipy\nimport numpy as np\nfrom scipy import stats, optimize, integrate\n\n# 1. Statistical functions - Z-score normalization\ndata = np.array(&#91;1, 2, 3, 4, 5])\nz_scores = stats.zscore(data)\nprint(\"Z-scores:\", z_scores)\n\n# 2. Optimization - Finding the minimum of a function\ndef f(x):\n    return x**2 + 5*np.sin(x)\n\nresult = optimize.minimize(f, x0=0)\nprint(\"Function minimum:\", result.x)\n\n# 3. Integration - Calculating the integral of a function\nresult, error = integrate.quad(lambda x: x**2, 0, 4)\nprint(\"Integral result:\", result)<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-9de038c21af9f7a8cc5ff2136340e400\" style=\"color:#044f7b\">7. Pandas<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/zaminhost.com\/blog\/wp-content\/uploads\/2025\/03\/Pandas.jpg\" alt=\"Pandas\" class=\"wp-image-6006\"\/><\/figure>\n<\/div>\n\n\n<p>\u00a0\u0645\u0648\u0631\u062f \u0628\u0639\u062f\u06cc \u0627\u0632 \u0644\u06cc\u0633\u062a \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0646\u0648\u0627\u0639 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c Pandas \u0627\u0633\u062a. Pandas\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u200c\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0648 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647\u200c \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u200c\u0627\u06cc \u0633\u0637\u062d \u0628\u0627\u0644\u0627 \u0645\u0627\u0646\u0646\u062f DataFrame \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c \u0647\u0627\u06cc \u062c\u062f\u0648\u0644\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a. \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DataFrame<\/strong><strong>:<\/strong><strong> <\/strong>\u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0648 \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647 \u200c\u0647\u0627\u06cc \u062c\u062f\u0648\u0644\u06cc \u0645\u0634\u0627\u0628\u0647 \u0628\u0627 \u062c\u062f\u0627\u0648\u0644 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u06cc\u0627 \u0635\u0641\u062d\u0627\u062a \u0627\u06a9\u0633\u0644<\/li>\n\n\n\n<li><strong>\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0648\u06cc\u0631\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647:<\/strong> \u062a\u0648\u0627\u0628\u0639\u06cc \u0628\u0631\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646\u060c \u06af\u0631\u0648\u0647\u200c \u0628\u0646\u062f\u06cc \u0648 \u062a\u0631\u06a9\u06cc\u0628 \u062f\u0627\u062f\u0647\u200c \u0647\u0627<\/li>\n\n\n\n<li><strong>\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0628\u0627 \u0641\u0631\u0645\u062a\u200c \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641:<\/strong> \u0627\u0645\u06a9\u0627\u0646 \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u062f\u0627\u062f\u0647 \u200c\u0647\u0627 \u0627\u0632\/ \u0628\u0647 \u0641\u0631\u0645\u062a \u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f CSV\u060c Excel\u060c \u0648 SQL<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644: <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 DataFrame \u0627\u0632 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0648\u0627\u0631\u062f \u0648 \u0628\u0631\u062e\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u0631\u0648\u06cc \u0622\u0646 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u200c\u0634\u0648\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install pandas\nimport pandas as pd\n# Load dataset from CSV file\ndf = pd.read_csv('data.csv')\n\n# Preview the first and last rows of the DataFrame\nprint(df.head())  # First 5 rows\nprint(df.tail())  # Last 5 rows\n\n# Generate summary statistics for numerical columns\nprint(df.describe())\n\n# Check for missing values in each column\nprint(df.isnull().sum())\n\n# Fill missing values in a column with the column mean\ndf&#91;'column_name'] = df&#91;'column_name'].fillna(df&#91;'column_name'].mean())\n\n# Convert categorical variables into dummy\/indicator variables\ndf = pd.get_dummies(df, columns=&#91;'categorical_column'])<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-89d2f454a43a021d82c47e91e489c4b0\" style=\"color:#044f7b\">8. Matplotlib<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"321\" src=\"https:\/\/zaminhost.com\/blog\/wp-content\/uploads\/2025\/03\/Matplotlib.jpg\" alt=\"\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\" class=\"wp-image-6007\"\/><\/figure>\n<\/div>\n\n\n<p>Matplotlib \u06cc\u06a9\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0646\u0648\u0627\u0639 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a. \u0628\u0647 \u06a9\u0645\u06a9 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639\u06cc \u0645\u0627\u0646\u0646\u062f \u062e\u0637\u06cc\u060c \u0645\u06cc\u0644\u0647\u200c \u0627\u06cc\u060c \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc \u0648 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0646\u0648\u0639 \u062f\u0631 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627:<\/strong> \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062f\u0648 \u0628\u0639\u062f\u06cc \u0648 \u0633\u0647 \u200c\u0628\u0639\u062f\u06cc<\/li>\n\n\n\n<li><strong>\u0633\u0641\u0627\u0631\u0634\u06cc \u200c\u0633\u0627\u0632\u06cc \u0628\u0627\u0644\u0627:<\/strong> \u0627\u0645\u06a9\u0627\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0631 \u0631\u0646\u06af\u060c \u0627\u0646\u062f\u0627\u0632\u0647 \u0648 \u0627\u0633\u062a\u0627\u06cc\u0644 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627<\/li>\n\n\n\n<li><strong>\u06cc\u06a9\u067e\u0627\u0631\u0686\u06af\u06cc \u0628\u0627 \u0633\u0627\u06cc\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u200c\u0647\u0627:<\/strong> \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 Pandas \u0648 NumPy \u0628\u0631\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c \u0647\u0627<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644<\/strong><strong>:<\/strong><strong> <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u062e\u0637\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Matplotlib \u0631\u0633\u0645 \u0645\u06cc\u200c \u0634\u0648\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install matplotlib\nimport matplotlib.pyplot as plt\n# Example of a simple line plot\nplt.plot(&#91;1, 2, 3, 4], &#91;1, 4, 9, 16])\n\nplt.xlabel('X-axis Label')\nplt.ylabel('Y-axis Label')\n\nplt.title('Simple Line Plot')\n\nplt.show()<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-493549536a9fd350e56e6b3eae257af0\" style=\"color:#044f7b\">9. Theano<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"320\" src=\"https:\/\/zaminhost.com\/blog\/wp-content\/uploads\/2025\/03\/Theano.jpg\" alt=\"Theano\" class=\"wp-image-6008\"\/><\/figure>\n<\/div>\n\n\n<p>Theano \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u200c\u06cc \u0645\u062a\u0646 \u200c\u0628\u0627\u0632 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u062f\u062f\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u0634\u0628\u06a9\u0647 \u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u0645\u06a9\u0627\u0646 \u062a\u0639\u0631\u06cc\u0641\u060c \u0628\u0647\u06cc\u0646\u0647 \u200c\u0633\u0627\u0632\u06cc \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062a\u0648\u0627\u0628\u0639 \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06af\u0631\u0686\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u06cc \u0641\u0639\u0627\u0644 \u0622\u0646 \u062f\u0631 \u0633\u0627\u0644 2017 \u0645\u062a\u0648\u0642\u0641 \u0634\u062f\u060c \u0627\u0645\u0627 \u0647\u0646\u0648\u0632 \u0647\u0645 \u062f\u0631 \u0628\u0631\u062e\u06cc \u0627\u0632 \u067e\u0631\u0648\u0698\u0647 \u200c\u0647\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0628\u0647\u06cc\u0646\u0647 \u200c\u0633\u0627\u0632\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631:<\/strong> Theano \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0627\u0632 GPU \u0628\u0631\u0627\u06cc \u0633\u0631\u0639\u062a \u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u200c\u0647\u0627 \u0628\u0647\u0631\u0647 \u0645\u06cc \u200c\u0628\u0631\u062f.<\/li>\n\n\n\n<li><strong>\u0645\u062f\u0644\u200c \u0633\u0627\u0632\u06cc \u062a\u0648\u0627\u0628\u0639 \u0631\u06cc\u0627\u0636\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647:<\/strong><strong> <\/strong>\u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u062f\u0644 \u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0639\u0627\u062f\u0644\u0627\u062a \u0631\u06cc\u0627\u0636\u06cc<\/li>\n\n\n\n<li><strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u062a\u0641\u0627\u0636\u0644 \u062e\u0648\u062f\u06a9\u0627\u0631:<\/strong> \u0627\u0645\u06a9\u0627\u0646 \u0645\u062d\u0627\u0633\u0628\u0647\u200c\u06cc \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644 \u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644<\/strong><strong>:<\/strong><strong> <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0633\u0627\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Theano \u062a\u0639\u0631\u06cc\u0641 \u0648 \u0645\u0642\u062f\u0627\u0631 \u0645\u0634\u062a\u0642 \u0622\u0646 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u200c\u0634\u0648\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import theano\nimport theano.tensor as T\n<code># \u062a\u0639\u0631\u06cc\u0641 \u0645\u062a\u063a\u06cc\u0631<\/code>x = T.dscalar('x')\n<code># \u062a\u0639\u0631\u06cc\u0641 \u062a\u0627\u0628\u0639<\/code>y = x ** 2 + 2 * x + 1\n<code># \u0645\u062d\u0627\u0633\u0628\u0647\u200c\u06cc \u0645\u0634\u062a\u0642<\/code>dy_dx = T.grad(y, x)\n<code># \u0627\u06cc\u062c\u0627\u062f \u062a\u0627\u0628\u0639 \u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627<\/code>f = theano.function(&#91;x], dy_dx)\n<code># \u0645\u062d\u0627\u0633\u0628\u0647\u200c\u06cc \u0645\u0642\u062f\u0627\u0631 \u0645\u0634\u062a\u0642 \u062f\u0631 x=2<\/code>result = f(2)\n<code>print(result)\u00a0 # \u062e\u0631\u0648\u062c\u06cc: 6<\/code><\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-c4a549e6988894f90575cb2bb1ec2b5c\" style=\"color:#044f7b\">10.\u00a0XGBoost<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"337\" src=\"https:\/\/zaminhost.com\/blog\/wp-content\/uploads\/2025\/03\/XGBoost.jpg\" alt=\"XGBoost\" class=\"wp-image-6009\"\/><\/figure>\n<\/div>\n\n\n<p>\u0622\u062e\u0631\u06cc\u0646 \u0645\u0648\u0631\u062f \u0627\u0632 \u0644\u06cc\u0633\u062a \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0646\u0648\u0627\u0639 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060cXGBoost (eXtreme Gradient Boosting) \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c \u06cc \u0641\u0648\u0642 \u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627 \u0648 \u062f\u0642\u062a \u0632\u06cc\u0627\u062f\u060c \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0631\u0642\u0627\u0628\u062a\u200c \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u0627\u0646\u0646\u062f Kaggle \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u200c\u0634\u0648\u062f. \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0644\u0627:<\/strong> XGBoost \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u0633\u0631\u0639\u062a \u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0628\u06cc\u0634\u200c \u0628\u0631\u0627\u0632\u0634:<\/strong><strong> <\/strong>\u062f\u0627\u0631\u0627\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a \u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u0646\u0638\u06cc\u0645 \u0645\u0642\u062f\u0627\u0631 \u06af\u0627\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc (learning rate) \u0648 \u062a\u0646\u0638\u06cc\u0645 \u0648\u0632\u0646 \u0628\u0631\u06af\u200c \u0647\u0627\u06cc \u062f\u0631\u062e\u062a \u0628\u0631\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u062f\u0644<\/li>\n\n\n\n<li><strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af:<\/strong> \u0645\u06cc \u200c\u062a\u0648\u0627\u0646\u062f \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u200c\u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0628\u0632\u0631\u06af \u0648 \u0628\u0627 \u062d\u062c\u0645 \u0628\u0627\u0644\u0627 \u06a9\u0627\u0631 \u06a9\u0646\u062f.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0645\u062b\u0627\u0644<\/strong><strong>:<\/strong><strong> <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0645\u062f\u0644 \u0637\u0628\u0642\u0647 \u200c\u0628\u0646\u062f\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 XGBoost \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc \u200c\u0634\u0648\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import xgboost as xgb\nfrom sklearn.model_selection import train_test_split\nfrom sklearn.metrics import accuracy_score\nfrom sklearn.datasets import load_iris\n<code># \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/code>iris = load_iris()\nX_train, X_test, y_train, y_test = train_test_split(iris.data, iris.target, test_size=0.2, random_state=42)\n<code># \u062a\u0639\u0631\u06cc\u0641 \u0645\u062f\u0644<\/code>model = xgb.XGBClassifier(use_label_encoder=False, eval_metric='mlogloss')\n<code># \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644<\/code>model.fit(X_train, y_train)\n<code># \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc<\/code>y_pred = model.predict(X_test)\n<code># \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0644<\/code>accuracy = accuracy_score(y_test, y_pred)\n<code>print(f'\u062f\u0642\u062a \u0645\u062f\u0644: {accuracy:.2f}')<\/code><\/code><\/pre>\n\n\n\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628\u060c 10 \u0645\u0648\u0631\u062f \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/strong> \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u06cc\u0645. \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0647\u062f\u0641 \u062e\u0627\u0635\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u200c\u0627\u0646\u062f\u060c \u0627\u0632 \u0634\u0628\u06a9\u0647\u200c \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 (\u0645\u0627\u0646\u0646\u062f Pandas) \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 (\u0645\u0627\u0646\u0646\u062f TensorFlow \u0648 PyTorch) \u0628\u0633\u062a\u0647 \u0628\u0647 \u0646\u0648\u0639 \u067e\u0631\u0648\u0698\u0647 \u0648 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0634\u0645\u0627\u060c \u0645\u06cc\u200c \u062a\u0648\u0627\u0646 \u0627\u0632 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u062f\u0644\u200c \u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0648 \u0628\u0647\u06cc\u0646\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n\n\n\n<p><strong>\u0645\u0646\u0628\u0639: <\/strong><a href=\"https:\/\/metaschool.so\/articles\/best-machine-learning-libraries#Pandas\" target=\"_blank\" rel=\"noreferrer noopener\">metaschool.so<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0627\u0645\u0631\u0648\u0632\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645 \u200c\u062a\u0631\u06cc\u0646 \u0634\u0627\u062e\u0647 \u200c\u0647\u0627\u06cc \u0641\u0646\u0627\u0648\u0631\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647 \u0648 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u200c\u0639\u0646\u0648\u0627\u0646 \u0645\u062d\u0628\u0648\u0628 \u200c\u062a\u0631\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u200c\u0646\u0648\u06cc\u0633\u06cc \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0648 \u0639\u0644\u0627\u0642\u0647 \u200c\u0645\u0646\u062f\u0627\u0646 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06af\u0631 \u0645\u06cc\u200c \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0647 \u062f\u0646\u06cc\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0648\u0627\u0631\u062f \u0634\u0648\u06cc\u062f\u060c \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0627\u0646\u0648\u0627\u0639 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 &hellip;<\/p>\n","protected":false},"author":4,"featured_media":6010,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[446],"tags":[],"class_list":["post-5994","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-446"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 10 \u062a\u0627 \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 -<\/title>\n<meta name=\"description\" content=\"\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628\u060c \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 10 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