Create README.md

README.md

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+This dataset contains deduplicated data from [StarCoder](https://huggingface.co/datasets/bigcode/starcoderdata), [The-Vault-inline](https://huggingface.co/datasets/Fsoft-AIC/the-vault-inline) and [Project_CodeNet](https://github.com/IBM/Project_CodeNet).
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+Cleaning:
+- We removed the metadata tags (file-name, number of stars etc) from starcoder split of the dataset
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+We filtered the data by:
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+- **AST parsability**: we extracted only the AST parsable codes  
+- **AST Depth**: only samples with depth from 2.0 to 31.0
+- **Maximum Line Length**: only samples with maximum of 12.0 to 400.0 characters
+- **Average Line Length**: only samples with 5.0 to 140.0 characters on average
+- **Alphanumeric Fraction** of samples is greater than 0.2
+- **Number of Lines**: from 6.0 to 300.0