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Prakhar Dhama's Projects

azureml icon azureml

Construct a decision tree for abalone dataset. Clustering the dataset using K Means on attribute Plant Name based on their locations. Classification of the dataset using KNN on attribute Class Name.

kstreams-papi icon kstreams-papi

Demo of a word count application from multiple input topics using low level Processor API topology design.

minimum-average-latency icon minimum-average-latency

Considering pipe-lined processor with given reservation table. Identify forbidden latencies, collision vector, state diagram, simple cycle, greedy cycle and minimum average latency associated with shortest greedy cycle.

opinion-mining-and-sentiment-analysis icon opinion-mining-and-sentiment-analysis

Application developed in C# that realises the sentiment orientation of a product based on various reviews on e-commerce platform using ML (primarily Naive Bayes) and NLP techniques.

pda icon pda

Parallel and distributed implementation of different algorithms using MPI and POSIX Threads

piminer icon piminer

PIMiner: Parallel Interval Mining of Temporal Patterns using MapReduce

polydigger icon polydigger

Application showcasing different Computational Geometry algorithms for solving the Art-Gallery Problem.

scikit-sketch icon scikit-sketch

Implementation of different ML techniques on sample datasets with scikit-learn library

symbolic-regression icon symbolic-regression

Recreating a mathematical function from a given data set using genetic programming. The symbolic regression model was developed in Python and deployed on GAE.

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