Update README.md

README.md

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 # matrix_operations
 
-*UNDER DEVELOPMENT for TESTING*
+*UNDER DEVELOPMENT*
 
-*this dataset was generated using the app in the /generator/ folder of the repo. MATRIXMA by webXOS 2026. use it to create similar datasets*
+*This dataset was generated using MATRIXMA by webXOS in the /generator/ folder of the repo*
 
-Synthetic matrix operations dataset for ML training. 
-
-The webxos/matrix_operations dataset is a collection of structured data designed for training and evaluating machine learning models on 
-computational mathematics and linear algebra tasks. It includes various matrix pairs and their corresponding operational results,
-such as addition, multiplication, inversion, and determinant calculations. This dataset is intended to help researchers develop robust 
-systems for symbolic reasoning, automated theorem proving, or neural networks capable of performing complex numerical computations with
-high precision.
+A Synthetic matrix operations dataset for ML training. The webxos/matrix_operations dataset is a collection of structured data designed 
+for training and evaluating machine learning models on computational mathematics and linear algebra tasks. It includes various matrix 
+pairs and their corresponding operational results,such as addition, multiplication, inversion, and determinant calculations. This 
+dataset is intended to help researchers develop robust systems for symbolic reasoning, automated theorem proving, or neural networks 
+capable of performing complex numerical computations with high precision.
 
 ## Dataset Details