Mehul Thakral's starred repositories
dijkstra-using-different-heaps
Implemented Dijkstra’s algorithm and compared performance when implemented using fibonacci, binomial and binary heaps in CPP. Ran algorithm on New York’s road network dataset which consisted of around 0.2M nodes and 0.7M edges. Concluded that fibonacci Heap gives performance enhancement on such a large dataset compared to other two heaps.
MalwarePrediction
Using machine learning models to predict the probability of a windows system getting infected by various families of malware, based on different properties of that system.
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++.
Scene_Description_using_Densecap-Hybrid-Hierarchical_RNN
Generated image description in the form of coherent paragraphs using Densecap(CNN for Dense Captioning) and Hierarchical RNN and Model was able to perform as good as state-of-art in terms of metrics inclined towards human-like sentences.