Abstract: Code embedding represents code semantics in vector form. Although code embedding-based systems have been successfully applied to various source code analysis tasks, further research is ...

Amazon Web Services (AWS) previewed a new service at the recent AWS re:Invent 2019 conference that uses machine learning (ML) to automate Java code review. Unveiled during the keynote by AWS CEO Andy ...

In this 60 minute tutorial I will explain how to use named capture regular expressions to extract data from several different kinds structured text data. For additional reading see my R journal ...

Life relies on the efficient performance of molecular codes, which relate symbols and meanings via error-prone molecular recognition. We describe how optimizing a code to withstand the impact of ...

Abstract: We present a case study of optimizing a Python-based music recognition application on Intel Haswell Xeon processor. With support from Numpy and Scipy, Python addresses the requirements of ...

Jeannette M. Wing is the President's professor of computer science and the head of the computer science department at Carnegie Mellon University. Updated June 16, 2011, 12:12 PM Today's students have ...

python training_data_generation.py ../Data/Data_input 10 run_type=full The "input deck" for changing parameters is found in: "python_scripts/training_data_generation ...

Optimizing a VB.NET application often requires a deep understanding of how the .NET Framework works, including details about the inner workings of the garbage collector and the Just In Time (JIT) ...