Improved version

README.md

@@ -0,0 +1,94 @@
+# 📊 GridSearchHelper: Advanced Hyperparameter Tuning Library
+
+Welcome to **GridSearchHelper**, a powerful and flexible hyperparameter tuning library designed to make model optimization effortless! 🚀
+
+## ✨ Features
+
+- 🔄 **Automated Hyperparameter Grid Generation** for supported models
+- 📈 **Seamless Integration** with Scikit-Learn's GridSearchCV
+- ⚡ **Supports Classification & Regression Models**
+- 🛠️ **Customizable Parameter Grids**
+- 🎯 **Easy-to-Use API**
+
+---
+
+## 📌 Installation
+
+```bash
+pip install GridSearchHelper
+```
+
+---
+
+## 🚀 Quick Start
+
+### Import and Initialize
+
+```python
+from GridSearchHelper import perform_grid_search
+from sklearn.linear_model import Ridge
+from sklearn.model_selection import train_test_split
+from sklearn.preprocessing import StandardScaler
+from sklearn.datasets import load_diabetes
+
+# Load dataset
+data = load_diabetes()
+X, y = data.data, data.target
+X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=42)
+
+# Scale features
+scaler = StandardScaler()
+X_train_scaled = scaler.fit_transform(X_train)
+X_test_scaled = scaler.transform(X_test)
+
+# Run Hyperparameter Tuning
+best_params, best_score, grid_search = perform_grid_search(
+    model_name='Ridge',
+    X_train=X_train_scaled,
+    y_train=y_train,
+    cv_folds=5,
+    scoring='neg_mean_squared_error'
+)
+
+print(f'Best Parameters: {best_params}')
+```
+
+---
+
+## ⚙️ Supported Models
+
+- RandomForestClassifier 🌲
+- GradientBoostingClassifier 🔥
+- SVC 🛡️
+- LogisticRegression 📊
+- Ridge 📏
+- Many more...
+
+---
+
+## 🔧 Configuration
+
+To add custom hyperparameters, simply pass them as a dictionary:
+
+```python
+custom_params = {
+    'alpha': [0.01, 0.1, 1, 10],
+    'solver': ['auto', 'svd', 'cholesky']
+}
+perform_grid_search('Ridge', X_train_scaled, y_train, additional_params=custom_params)
+```
+
+---
+
+## 📜 License
+
+MIT License © 2025 Abdulla Alimov
+
+---
+
+## 🤝 Contributing
+
+Contributions are welcome! Feel free to submit issues or pull requests.
+
+🌟 **Star this repo if you find it useful!**
+

setup.py

@@ -5,7 +5,7 @@
 
 setup(
     name="GridSearchHelper",
-    version="0.7.0",
+    version="0.8.0",
     author="Abdulla Alimov",
     author_email="[email protected]",
     description="Advanced hyperparameter tuning using grid search for ML models",