Rutvik Parekh's repositories
nlp-dan-and-gru
This repository contains the implementation of DAN and GRU for the task of IMDb Movie Review Sentiment Analysis and Bigram Identification
MTAHack
MTAHack
covid-19-analysis-hadoop-spark
A comprehensive analysis is performed on the recent COVID-19 dataset leveraging the power and benefits of distributed computing using Hadoop and Spark
vis-interactive-analysis-socio-economic-parameters
This repository contains the code for visual analysis of various socio-economic parameters (rent, debt, income, average land, average water, high school degrees and many more) in the United States. Various visualization techniques are used to derive valuable insights from the data. The standard and advanced visualization techniques used are: 1) Choropleth map of the United States 2) Bar Charts 3) Radar Charts 4) Percent Circles 5) Scatter plots
vis-clustering-dim-reduction
This repository contains the code for the three important tasks of visual data analytics: 1) Data clustering and decimation 2) Dimensionality Reduction 3) Visualization of Original and Reduced Data
movie-dataset-visual-analytics
A comprehensive visual analytics project which analyses the movie dataset containing 5000 greatest movies of all time.
nlp-word-analogy-skipgram
In this project, the word representations are learned building on skip-grams and used to apply to a semantic task. The semantic task in this case is a Word Analogy task. In the word analogy task, few pairs of words will be provided and four options of pairs will be given. We need to select that option which will resemble the same relationship as found in the given four pairs of words
data-science-political-polarization-marriage
There has been a rising political divide between people in the United States recently. This has started affecting people's relationships with their loved ones. This project analyzes the effect of political polarization on one such relationship: marriage. Collected and analyzed the data of the states of New York and Florida over election cycles to see how political polarization has affected the relationship among married couples.
awesome-distributed-systems
A curated list to learn about distributed systems
covid19-and-crime
Analysing the effects of COVID-19 on crimes in San Francisco, California
Hystrix
Hystrix is a latency and fault tolerance library designed to isolate points of access to remote systems, services and 3rd party libraries, stop cascading failure and enable resilience in complex distributed systems where failure is inevitable.
data-science-IEEE-fraud-detection
This repository contains various data science models applied to identify the fraud transactions among multiple given transactions. First, the data was cleaned and then exploratory data analysis was done to understand the data better. Then, a multitude of models are tried and logistic regression is finally selected as it gives the best accuracy among all of them.
Distributed-Systems
MIT课程《Distributed Systems 》学习和翻译
tender-software-transform-maharashtra
This repository contains the code for Tender Software, which won us first place in Transform Maharashtra, a state-level competition and a prize of INR 1,00,000.
obtforex
This code helps to fetch the live forex rates. It then converts the USD to the INR and sends the email to the concerned person.
pacman-search-agents
This repository contains the solution to the problem of defining various search agents for Pacman to reach to the goal state