A system to flag anomalous source code expressions by learning typical expressions from training data
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May 30, 2024 - C++
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machine-programming
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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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May 5, 2021 - JavaScript
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