Shreyash Arya's repositories
Privacy-Attacks-in-Machine-Learning
Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.
hacktoberfest2022
https://hacktoberfest.digitalocean.com/
Course-Recommendation-System
A system that will help in a personalized recommendation of courses for an upcoming semester based on the performance of previous semesters.
Personified-Chatbot
A personified chatbot responding to a query based on the answering pattern of Dr. APJ Abdul Kalam using Information Retrieval, Natural Language Processing, and Deep Learning techniques.
Political-Ideology-Detection-on-Twitter
Predicting Political Ideology of Twitter Users.
Privacy-and-Security-in-Online-Social-Media
Social Media Analysis: Twitter, Facebook, and Youtube.
Natural-Language-Processing
Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)
Hactoberfest18
Commit your life!
Pokemon-Diffusion
Deep Generative Diffusion Model for Pokemon Generation based on Denoising Probablistic Model (DDPM).
Semi-supervised-Image-Classification
Pseudo-labeling, Virtual Adversarial Training (VAT) and Attention-based methods.
Conv-AcT-pytorch
Human Activity Recognition (HAR) with Vision Transformer (ViT) based on Convolutional Features.
Parallel-Tweepy
This is the modified version of the original parallel tweepy written by @uditarora with modified functions for retweeter's timelines and user relations.
Proactive-and-Reactive-Measures-for-Adversarial-Defense
Maximally separating features in intermediate feature layers using PCL loss + image transformations with adversarial example transferability.
covid19_twitter
Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development
GenericRandomGridSearchModels
This repo contains ML classification models with generic random search, grid search and classification engines.
Hacktoberfest2021-1
Hacktoberfest® is open to everyone in the global community. Make your first PR! ~ A beginner-friendly repository made specifically for open source beginners.
Hacktoberfest2022-1
Make your first Pull Request on Hacktoberfest 2022. Don't forget to spread love and if you like give us a ⭐️
Learning-representations-for-counterfactual-inference-MyImplementation
Implementation of Johansson, Fredrik D., Shalit, Uri, and Sontag, David. Learning representations for counterfactual inference - ICML, 2016.
OpenSource-Links
Here I will be posting number of links to Open Source programs.
orcidlink-LaTeX-command
LaTeX style file to add a macro for inserting a linked ORCiD logo
Protein_Classification_BIO699
Thermophilic-Mesophilic classification
Structure_learning-BIC_criteria
Winter 2017, CSE 561:Probabilistic Graphical Models. This project was submitted as a part of the course requirements for PGM.