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Pranav Arora's Projects

check-for-best-deals-at-amzn icon check-for-best-deals-at-amzn

This script helps you to scrape the amazon web page of the product , check for the price ( i am doing for an echo plus device) and if the price falls down below your expectations , it send you an email for the same :) . Pretty handy right !

cord19_task5 icon cord19_task5

Create summary tables that address population studies related to COVID-19

covid19_detection icon covid19_detection

This is an *educational* repo, just to try hands on, how to detect a covid +ve case from a Xray image. Implemented using TF, using VGG16 as the model for transfer learning.

csb-project icon csb-project

Its a data_science Churn Prediction project with a highly imbalance target variable

datasciencesalaries icon datasciencesalaries

Scrapes glassdoor for Data scientist salaries across US and cleanse up the data for our use-case and fits the most promising models and evaluate it(obviously its not the intuitive, its iterative)

demandsupplyforecasting icon demandsupplyforecasting

Forecasting of supply and demand on basis of person booking a cab to driver accepting it. Using MAPE as metrics and cross validation. for evaluation, using multiple models(after rigorous exploration to give insights and implement a model)

ds_quiz_recommender icon ds_quiz_recommender

It is a project built to showcase understanding of a GraphDB(ArangoDB) as to how we can maintain users data who perform on a test and if they score over a certain threshld are give a set of harder questions from the pool.

enigma- icon enigma-

When hard coded the word to encrypt, It gets out the output in morse code format . Simple.

fuzzy-project- icon fuzzy-project-

Pedagogy change is to be dealt with 4 parameters by applying fuzzy logic on first 2 and next 2

hierarchical-attention-networks icon hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

iotscanner icon iotscanner

Utilizes an SDN to prevent IoT devices with known vulnerabilities from using the network. The system also attempts to automatically fix vulnerabilities when possible.

koch-koch icon koch-koch

A koch snowflake implemented using Turtle and math library(coz geometry :P). It takes into consideration the depth of each segment and draws triangle after every a/3 of a length segment of length a. Just directly run into your shell. Working on a square solution for the same.

llparser icon llparser

Being a phase of compiler , In computer science, an LL parser is a top-down parser for a subset of context-free languages. It parses the input from Left to right, performing Leftmost derivation of the sentence. An LL parser is called an LL(k) parser if it uses k tokens of lookahead when parsing a sentence. This is an HTML page that opens up in the browser . Check the console window (F12 key) and look for first and follow of grammar .

opencv_practice- icon opencv_practice-

Small projects pertaining to Opencv applications in images, videos , image stitching.

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