Preyansh Rastogi's Projects
A closed domain question answering chatbot android application which interprets user input and responds accordingly. The application fetches results from the server which interprets the user input with NLP techniques and returns the result from the RDBMS. TeckStack : Android Studio, MySQL.
CS224W Course Notes
ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos
Representation learning on large graphs using stochastic graph convolutions.
Simple reference implementation of GraphSAGE.
Minesweeper Game with an additional AI assistance.
Config files for my GitHub profile.
Portfolio of Preyansh
My implementation of the original GAT paper (Veliฤkoviฤ et al.). Jupyter Notebook coming soon and an inductive example as well. I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings and attention mechanism.
RI is a general purpose algorithm for one-to-one exact subgraph isomorphism problem maintaining topological constraints.
S2ORC: The Semantic Scholar Open Research Corpus: https://www.aclweb.org/anthology/2020.acl-main.447/
The objective of the project is to create a JavaFX application for the game - Snake vs Blocks. In this game, there is a chain of balls that has enough power to break through numbered blocks. If the chain hits a block that it can't break, the game ends.