Paras Varshney's Projects
Course Files for Complete Python 3 Bootcamp Course on Udemy
In this repository I have implemented computer vision on MNIST dataset for images classification for digits between 0-9, fashion clothings and sign language hand signals. The models are implemented using TesorFlow. Feel free to send a PR for any oprimization or modification.
In this repository, I have solved two problems with computer vision. The first Implementation is building a CNN in which the input is a noisy number and the output is a denoised number based on AutoEncoders. The second implementations is sequencing the characters read from number plates done using object detection.
This tutorial's purpose is to introduce people to the [2019 Novel Coronavirus COVID-19 (2019-nCoV) Data Repository by Johns Hopkins CSSE](https://github.com/CSSEGISandData/COVID-19) and how to explore it using some foundational packages in the Scientific Python Data Science stack.
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
This repository contains all of my minor projects built by me during the learning plase of Machine Learning and Data Science. Feel free to create a PR for modifications.
Database Connectivity example for Android along with all operations i.e insert, delete ,update , remove.
The Leek group guide to data sharing
Real or Not? NLP with Disaster Tweets. This is a Kaggle challange for data science learners. This repository consists of my solution build using Python to detect whether a disaster is real or not using tweets data by applying various NLP Techniques.
2-Axis Gimbal using ARM Processor
This repository is a submission of Kaggle competition for fake news detection.
Understanding the fraud transactions in real-time stream processing data pipeline built using Apache Flink.
In this project, I have built a DCGAN based synthetic image generator and a discriminator on the fashion-MNIST dataset. Generated synthetic images using DCGAN and tried to fool the discriminator
Coursera Final Project Getting and Cleaning Data\
An android applicaiton that displays the details of github users.
Project Submissions for HackBout. Please visit Branch Albatross to find the wip code. Feel free to raise PR.
This repository has all the files for our project at Hackbout.
HackerEarth Machine Learning Challenge to Predict the employee attrition rate in organizations. This repository contains my solution of achieving rank 300 (best 161)
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
This repository consists of the source code of the Android Application for the Solasta Fest. Solasta is a Techno-cultural fest at IIITDM and is celebrated each year in the month of March. The codebase is completely in Java and is build using android components.
Illumnus Internship Assignment
Research oriented, developing word embeddings for binary text-polarity classifier based on movie reviews using BoW, TF-IDF, n-Gram, Word2Vec, Doc2Vec, PV-DM, PV-DBOW and other NLP techniques.
This repository consists of all the study material for the course of iNeuron. The course is "Deep learning with Advance Computer Vision and NLP Masters".
A sample application of a high ingestion and consumption volume analytics application running on IUDX
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
PEP 8, for Humans.
Repository for Programming Assignment 2 for R Programming on Coursera
The aim of this project is to build an application that predicts the monthly rental of a house based on the given attributes. The project works on a dataset for a small region of a city.