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  • ๐Ÿ‘‹ Hi, Iโ€™m @prey176
  • ๐Ÿ‘€ Iโ€™m interested in Graph Neural Networks and its applications in Natural Language Processing.
  • ๐ŸŒฑ Iโ€™m currently working as a Software Engineer at Google.
  • ๐Ÿ’ž๏ธ Iโ€™m looking to collaborate on research projects in the domain of Deep Learning, Graph Representation Learning, Natural Language Processing.
  • ๐Ÿ“ซ You can contact me via email [email protected]

Preyansh Rastogi's Projects

chatbot icon chatbot

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.

emotion-fan icon emotion-fan

ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

prey176 icon prey176

Config files for my GitHub profile.

pytorch-gat icon pytorch-gat

My implementation of the original GAT paper (Veliฤkoviฤ‡ 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 icon ri

RI is a general purpose algorithm for one-to-one exact subgraph isomorphism problem maintaining topological constraints.

s2orc icon s2orc

S2ORC: The Semantic Scholar Open Research Corpus: https://www.aclweb.org/anthology/2020.acl-main.447/

snake-vs-blocks icon snake-vs-blocks

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.

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