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pj0616's Projects

pc-gnn icon pc-gnn

Official implementation of PC-GNN (published in the WebConf 2021)

pharmahkg-text icon pharmahkg-text

The implementation of Representing a Heterogeneous Pharmaceutical Knowledge-Graph with Textual Information

pico_parser icon pico_parser

A clinical BERT-based NLP tool for parsing clinical trial abstracts following the PICO framework

pkg icon pkg

Deep Learning on Academic Knowledge Graphs

predictive-maintenance icon predictive-maintenance

Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)

pytorch-gat icon pytorch-gat

My implementation of the original GAT paper (Veliฤkoviฤ‡ et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

qc4qwg icon qc4qwg

Tools for Construct Quantum Circuit for Quantum Walk on Graphs

qwgc icon qwgc

Quantum Walk Graph Classifier

rdfconvert icon rdfconvert

A little python script that converts files and whole directory trees from one RDF serialization into another.

realtime-fraud-detection-with-gnn-on-dgl icon realtime-fraud-detection-with-gnn-on-dgl

An end-to-end solution for real-time fraud detection(leveraging graph database Amazon Neptune) using Amazon SageMaker and Deep Graph Library (DGL) to construct a heterogeneous graph from tabular data and train a Graph Neural Network(GNN) model to detect fraudulent transactions in the IEEE-CIS dataset.

recbole icon recbole

A unified, comprehensive and efficient recommendation library

reco-nb-stage icon reco-nb-stage

A large collection of jupyter notebooks related to recommender systems. ๐Ÿ“’

recviz icon recviz

A visualization of TV show recommendations through a network graph using Flask, bokeh, and Networkx

retro-pytorch icon retro-pytorch

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

retrofit icon retrofit

Little python library for retrofitting autoregressive decoder transformers to use DeepMinds Retro framework: https://arxiv.org/pdf/2112.04426.pdf

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