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Mayur Gupta's Projects

chat icon chat

Chat Application using node.js and javascript

createreviewsummaries icon createreviewsummaries

Generate abstract summaries of reviews and paragraphs using seq-to-seq and attention architecture

data-visualizations icon data-visualizations

Data Visualizations is emerging as one of the most essential skills in almost all of the IT and Non IT Background Sectors and Jobs. Using Data Visualizations to make wiser decisions which could land the Business to make bigger profits and understand the root cause and behavioral analysis of people and customers associated to it. In this Repository I have deeply discussed about Line Plots, Bar plots, Scatter Plots, and Pie Charts, Apart from that I have Discussed scientific plots, 3d plots, animated plots, interactive plots to visualize any kind of business problem and that too of any complexity.

dream icon dream

rnn based model for recommendations

easysentimentanalysis icon easysentimentanalysis

Sentiment analysis using simple machine learning algorithm and deep learning algorithms. An attempt to understand whether deep learning model are always better or not

kerasimagegenerator icon kerasimagegenerator

Use Keras image generator to directly read images from different directories and train deep learning models for these images.

kingscountyhouseprice icon kingscountyhouseprice

Kings County is a county located in Washington, United States. It is the 12th most populous place in the US. With high population comes the need to have houses in the area. Therefore, I started working on prediction of house prices in the county region. For the problem, I have done a comparitive analysis between Ridge regression and least square regression, and I found that the Ridge Regression improved the model in terms of accuracy and stability. The link for the solution and output can be found here.

kobe-bryant-shot-selection icon kobe-bryant-shot-selection

Kobe Bryant is a hall of fame basketball player, considered to be one of the best scorers in the game. The competition on kaggle tries to determine whether Kobe can take a shot or not under given circumstances. The novel thing in the problem is that the model can only be trained with data available till the time of the shot

league-of-legends-visualization-project icon league-of-legends-visualization-project

This repository contains the latest version of the codes created during the visualization project. The goal of the project is to create a visualization dashboard that provides information on champions and drafting recommendations based on the current patch.

mlcompetition icon mlcompetition

Code used to win 2nd place out of 453 students in the Microsoft Data Science Professional Certification Capstone.

opinosis icon opinosis

Opinosis is a graph based approach to abstractive summarization of highly redundant opinion. More details can be found at http://timan.cs.uiuc.edu/downloads.html

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