Shreya Singireddy's Projects
R code for Simple Linear Regression for three data sets
Gramner tutorial
R code for Association Rules for three data sets
AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
List of projects related to Natural Language Processing (NLP) that make a geek smile for they exist
A curated list 📄 of awesome 🌟 R packages 🌟 (WORK IN PROGRESS)
R code for K- Nearest Neighbor using caret package for two data sets
R code for Clustering (K-means and Hierarchical) for three data sets
Pytorch implementation of CRAFT text detector
Distinguishing and finding similarities between different customer groups using Cluster Analysis and Discriminant Analysis for a hypothetical company based on a credit card dataset.
List of Data Science Cheatsheets to rule the world
R code for Decision Trees and Random Forests for three data sets
Codebase for the Dashboard that was developed as part of a Fashion recommendation project.
R code for Forecasting using various models for two data sets
Must-read papers on graph neural networks (GNN)
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
Scrapes an instagram user's photos and videos
Python script to scrap deskgram (Deskgram is a desktop version of Instagram)
A K- Nearest Neighbor Algorithm code in R for two data sets.
A large collection of system log datasets for AI-powered log analytics
R code for Logistic Regression for one data set
matplotlib: plotting with Python
maxent is an R package with tools for low-memory multinomial logistic regression, also known as maximum entropy. The focus of this maximum entropy classifier is to minimize memory consumption on very large datasets, particularly sparse document-term matrices represented by the tm package. The classifier is based on an efficient C++ implementation written by Dr. Yoshimasa Tsuruoka.
R code for Multi linear Regression for three data sets
R code on Naive Bayes Algorithm, based on applying Bayes' theorem for two datasets
Introduction to simulation with NetLogo: how to create a small factory?
R code for Neural Networks (Artificial Neural Network) for three datasets