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-# NRG - An artificial neural network solute geothermometer
+# AnnRG - An artificial neural network solute geothermometer
 
 ## Name
-NRG (Neural Regression Geothermometer)
+AnnRG (Artificial neural network Regression Geothermometer)
 
 ## Description
 An artificial neural network solute geothermometer for geothermal reservoir temperature prediction
@@ -10,7 +10,7 @@ An artificial neural network solute geothermometer for geothermal reservoir temp
 Supervised feedforward multilayer perceptron solving the regression analysis of fluid chemistry to predict reservoir temperature.
 
 ## Installation
-NRG is based on Python 3.8.5 and additional Python libraries: _NumPy, pandas, Matplotlib, seaborn, scikit-learn, TensorFlow, Keras_
+AnnRG is based on Python 3.8.5 and additional Python libraries: _NumPy, pandas, Matplotlib, seaborn, scikit-learn, TensorFlow, Keras_
 
 ## Usage
 INPUT: cvs-file:['pH','Na','K','Ca','Mg','SiO2','Cl','Temperature']