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README.md

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 # DistClassiPy
 A python package for a distance-based classifier which can use several different distance metrics.
+
+## Installation
+To install DistClassiPy, run the following command:
+```bash
+pip install distclassipy
+```
+
+## Usage
+Here's a quick example to get you started with DistClassiPy:
+```python
+import distclassipy as dcpy
+clf = dcpy.DistanceMetricClassifier()
+# Add your data and labels
+clf.fit(data, labels)
+# Predict new instances
+predictions = clf.predict(new_data)
+```
+
+## Features
+- Multiple distance metrics support
+- Easy integration with existing data processing pipelines
+- Efficient and scalable for large datasets
+
+## Contributing
+Contributions are welcome! Please check our [GitHub issues](https://github.com/sidchaini/DistClassiPy/issues) for ways to contribute or open a pull request.
+
+## License
+DistClassiPy is released under the [GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.en.html). See the LICENSE file for more details.
+
+## Contact
+For any queries, please reach out to Siddharth Chaini at [email protected].