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Vardhaman Metpally's Projects

clustering icon clustering

Goal of this project is to implement K-means clustering and GMM clustering without any Machine Learning libraries

decisiontrees icon decisiontrees

Goal of this project is to build Classification Decision Trees and Regression Decision trees without using any Machine learning libraries

linearregression icon linearregression

Goal of this project is to implement Linear Regression using Gradient Descent algorithm and Normal Equations without using any Machine learning libraries

logistic_regression icon logistic_regression

Goal of this project is to implement Logistic Regression without using Machine Learning Libraries

movierecommendation icon movierecommendation

The goal of this project is to build a movie recommendation system using Non negative regularized matrix factorization without using any Machine Learning libraries on movie lens dataset

naivebased icon naivebased

Goal of this project is to implement Multivariate NaiveBased Classifier without using any Machine Learning libraries

neuralnetwork icon neuralnetwork

Goal of this project is implement BackPropogation Algorithm using Neural Networks

pagerank icon pagerank

The goal of this project is to implement PageRank on a collection of 183,811 web documents.

polynomial_regression icon polynomial_regression

Goal of this project is to implement Polynomial Regression using Normal Equations and without using any Machine learning libraries

ridged_regression icon ridged_regression

Goal of this project is to implement Ridged Regression without using Machine Learning Libraries

searchengine icon searchengine

The goal of this project is to implement a simple Search Engine using various retrieval models using tf-idf and BM25

svm-kernels icon svm-kernels

Goal of this project is to implement perceptron,Dual perceptron,Linear Kernel and RBF kernel without using any Machine Learning Libraries

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

twitteranalytics icon twitteranalytics

The goal of this project is to be able to perform Twitter Analytics using the Twitter Rest APIs

webcrawler icon webcrawler

The goal of this project is to implement a simple web crawler using python

zipf-s_law icon zipf-s_law

Goal of this project is verify Zipf's Law on text document

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