readme file added

Author: ms8909

README.md

@@ -0,0 +1,34 @@
+# explainX
+
+explainX.ai helps data scientists understand, explain and validate any machine learning model - in just one line of code. Checkout explainx.ai to learn more.
+
+Use the package manager [pip](https://pip.pypa.io/en/stable/) to install foobar.
+
+```bash
+pip install explainx``
+
+## Usage
+
+#Import the library
+from explainx import *
+
+#Load Dataset
+X_data, Y_data = explainx.dataset_boston()
+
+#Pass X_data, Y_data as numpy arrays into your XGBoost Model
+model = xgboost.train({"learning_rate": 0.01}, xgboost.DMatrix(X, label=Y_data), 100)
+
+#Pass your X_data, Y_data, y_variable name, model and model name to the explainx function
+explainx.ai(X_data, Y_data, model, model_name="xgboost")
+
+#Click on the link to access the dashboard
+App running on https://127.0.0.1:8050
+```
+
+## Contributing
+Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
+
+Please make sure to update tests as appropriate.
+
+## License
+[MIT](https://choosealicense.com/licenses/mit/)