mehulthakral / logic_detector Public

forked from skandavc18/logic_detector

A Machine Learning based system to detect semantics in the form of semantic label and suggest optimized alternatives for Python and C++ function-based code snippet.Semantic Detection is language agnostic with accuracy above 95% while optimization with accuracy above 85% for both Python and C++.

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A Machine Learning based system to detect semantics in the form of semantic label and suggest optimized alternatives for Python and C++ function-based code snippet.Semantic Detection is language agnostic with accuracy above 95% while optimization with accuracy above 85% for both Python and C++.

machine-learning deep-learning naive-bayes-classifier polynomial-regression code-optimization cyclomatic-complexity halstead-metrics memory-profiling semantic-detection universal-approximation-theorem machine-programming time-profiling

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JavaScript 53.1%
C++ 19.1%
HTML 12.6%
Python 10.9%
CSS 3.9%
Jupyter Notebook 0.4%