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xshelton's Projects

asp2vec icon asp2vec

Unsupervised Differentiable Multi-aspect Network Embedding (asp2vec) (KDD2020)

bert icon bert

TensorFlow code and pre-trained models for BERT

deepmirtar_sda icon deepmirtar_sda

Stack denoising autoencoder (SdA) code in "Deep learning based functional site-level and UTR-level human miRNA target prediction"

ebdrs icon ebdrs

EBDRS:An embedding based virus-drug recommend system

ilearnplus icon ilearnplus

iLearnPlus is the first machine-learning platform with both graphical- and web-based user interface that enables the construction of automated machine-learning pipelines for computational analysis and predictions using nucleic acid and protein sequences.

m-nmf icon m-nmf

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

ncnn icon ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

pytorch-gat icon pytorch-gat

My implementation of the original GAT paper (Veličković 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!

sg_lstm icon sg_lstm

This is the repository of SG_LSTM core

sg_lstm_datasetui icon sg_lstm_datasetui

Other softwares I developed that utilized in our paper I will upload them here.

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